sentences
sequence | tags
sequence |
---|---|
[
"Compression",
" Fracture",
" :",
" Can",
" Be",
" Predictor",
"\nof",
" Vertebral",
" Deformity",
" Types",
" and",
" Prognosis",
"?",
"Sung",
" Eun",
" Ahn",
",",
" M",
".",
"D",
".",
",",
" 1",
",",
"2",
" Kyung",
" Nam",
" Ryu",
",",
" M",
".",
"D",
".",
",",
" 2",
" Ji",
" Seon",
" Park",
",",
" M",
".",
"D",
".",
",",
" 2",
" Wook",
" Jin",
",",
" M",
".",
"D",
".",
",",
" 3",
" So",
" Young",
" Park",
",",
" M",
".",
"D",
".",
",",
" 3",
" Sung",
" Bum",
" Kim",
",",
" M",
".",
"D",
".",
" 4",
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",",
" 1",
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",",
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" Hee",
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",",
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",",
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",",
" 4",
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" Hee",
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",",
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" Hee",
" University",
" School",
" of",
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",",
" Seoul",
",",
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",",
" 3",
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" Hee",
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" at",
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",",
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" Hee",
" University",
" School",
" of",
" Medicine",
",",
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",",
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" and",
" prognosis",
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" fracture",
" (",
"OVCF",
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".",
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" :",
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" (",
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" spinal",
" stenosis",
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" as",
"-",
"\nsessed",
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" fracture",
" types",
".",
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" :",
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" to",
" the",
" early",
" bone",
" marrow",
" edema",
" pattern",
" on",
" T1WI",
",",
" 26",
" vertebrae",
" were",
" type",
" 1",
",",
" 14",
" vertebrae",
" were",
" type",
" 2",
" and",
" 35",
" vertebrae",
" were",
"\ntype",
" 3",
".",
"On",
" followed",
" up",
" MRI",
",",
" the",
" crush",
"-",
"type",
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" deformity",
" was",
" most",
" frequent",
" among",
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" type",
" 1",
" OVCFs",
",",
" the",
" biconcave",
"-",
"type",
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" deformity",
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" OVCFs",
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" the",
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"-",
"type",
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" 3",
" OVCFs",
" (",
" p",
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".",
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".",
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",",
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" marrow",
" edema",
" pattern",
" of",
" OVCF",
" on",
" T1WI",
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" severe",
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".",
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" pattern",
" of",
" OVCF",
" on",
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",",
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" low",
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".",
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" :",
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" compression",
" fracture",
" ·",
" Osteoporosis",
" ·",
" MRI",
" ·",
" Bone",
" marrow",
" edema",
".",
"Clinical",
" Article",
"\n•",
"Received",
" :",
" July",
" 22",
",",
" 2015",
" •",
" Revised",
" :",
" January",
" 12",
",",
" 2016",
" •",
" Accepted",
" :",
" January",
" 16",
",",
" 2016",
" •",
" Address",
" for",
" reprints",
" :",
" Kyung",
" Nam",
" Ryu",
",",
" M",
".",
"D",
".",
"Department",
" of",
" Radiology",
",",
" Kyung",
" Hee",
" University",
" Hospital",
",",
" Kyung",
" Hee",
" University",
" School",
" of",
" Medicine",
","
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[
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" J",
" Supply",
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"IJSOM",
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",",
" Vol",
".",
"3",
",",
" No",
".",
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"-",
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" Vehicl",
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".",
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" 30",
":",
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"–",
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".",
"Cordeau",
" J",
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",",
"Maischberger",
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" M",
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" (",
"2010",
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"A",
" parallel",
" iterated",
" tabu",
" search",
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" for",
" vehicle",
"\nrouting",
" problems”",
".",
" Computers",
" &",
" Operational",
" Research",
" 39",
":",
" pp",
" 2033",
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" Cerda",
" J",
".",
" (",
"2009",
")",
".",
"“A",
" Hybrid",
" Local",
" Improvement",
" Algorithm",
" for",
" Large",
" Scale",
" Multi",
"-",
"Depot",
"\nVehicle",
" Routing",
" Problems",
" with",
" Time",
" Windows”",
",",
" Computers",
" and",
" Chemical",
" Engineering",
" vol33",
",",
"\n513",
"–",
"530",
".",
"Eidi",
",",
" A",
".",
"R",
".",
" AbdulRahimi",
",",
" H",
".",
" (",
"2012",
")",
".",
"“Proposition",
" and",
" Solution",
" of",
" the",
" Multi",
"-",
"periodic",
" and",
"\nMulti",
"-",
"depot",
" Routing",
" Problem",
" Model",
" with",
" Flexibility",
" in",
" Determining",
" the",
" finished",
" depot",
" of",
" each",
"\nroute”",
",",
" International",
" Journal",
" of",
" production",
" management",
" and",
" Industries",
" Engineering",
" Vol",
",",
" 23",
".",
"\nN",
".",
"3",
".",
"\npp",
",",
" 334",
"-",
"349",
".",
"Holland",
",",
" J",
".",
" (",
"1975",
")",
".",
"“Adaptation",
" in",
" natural",
" and",
" artificial",
" systems”",
",",
" Ann",
" Arbor",
":",
" The",
" University",
" of",
"\nMichigan",
" Press",
".",
"Ho",
" W",
",",
" Ho",
" TS",
",",
" Ji",
" P",
",",
" Lau",
" CW",
".",
" (",
"2008",
")",
".",
"“A",
" Hybrid",
" Genetic",
" Algorithm",
" for",
" The",
" Multi",
"-",
"Depot",
" Vehicle",
"\nRouting",
" Problem”",
".",
" Engineering",
" Applications",
" of",
" Artificial",
" Intelligence",
" 21",
" .",
"548",
"–",
"557",
".",
"Hosseininezhad",
".",
"F",
",",
" Salajegheh",
".",
"A",
".",
" (",
"2012",
")",
".",
"“Study",
" and",
" Comparison",
" of",
" Partitioning",
" Clustering",
"\nAlgorithms”",
",",
" Iranian",
" Journal",
" of",
" Medical",
" Informatics",
" Vol",
" 2",
",",
" No",
".",
" 1",
".",
"Kek",
",",
" A",
".",
"G",
".",
"H",
".",
",",
" Cheu",
",",
" R",
".",
"L",
".",
",",
" Meng",
",",
" Q",
".",
" (",
"2008",
")",
".",
"“Distance",
"-",
" Constrained",
" Capacitated",
" Vehicle",
" Routing",
"\nProblems",
" with",
" flexible",
" Assignment",
" of",
" Start",
" and",
" End",
" Depots”",
",",
" Mathematical",
" and",
" Computer",
"\nModeling",
",",
"Vol",
".",
" 47",
",",
" No",
" 1",
"-",
"2",
",",
" pp",
".",
" 140",
"-",
" 152",
".",
"Kallehauge",
".",
"B",
".",
" (",
"2008",
")",
".",
"“Formulations",
" and",
" Exact",
" Algorithms",
" For",
" the",
" Vehicle",
" Routing",
" Problem",
"\nWith",
" Time",
" Windows”",
",",
" Computers",
" &",
" Operations",
" Research",
" 35"
] | [
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[
"0",
" .",
" 05",
" M",
" ⊙",
" yr",
" −",
" 1",
" (",
"i",
".",
"e",
".",
"log",
" 10",
" [",
"SFR",
"(",
"M",
" ⊙",
" yr",
" −",
" 1",
" )",
"]",
" >",
" −",
" 1",
" .",
" 3",
")",
".",
"We",
" find",
",",
" however",
",",
" that",
" these",
" resolution",
" limits",
" are",
" not",
"\ndetermined",
" by",
" our",
" ability",
" to",
" locate",
" low",
"-",
"mass",
" galaxies",
",",
" but",
" by",
"\nour",
" ability",
" to",
" predict",
" their",
" SFRs",
".",
"The",
" SFRs",
" of",
" the",
" smallest",
"\ngalaxies",
" in",
" each",
" simulation",
" tend",
" to",
" decrease",
" with",
" increasing",
"\nresolution",
".",
"In",
" Appendix",
" D",
" we",
" demonstrate",
" that",
" convergence",
"\nis",
" much",
" better",
" if",
" we",
" select",
" galaxies",
" by",
" their",
" cumulative",
" num",
"-",
"\nber",
" density",
" (",
"after",
" sorting",
" them",
" by",
" SFR",
" and",
" starting",
" with",
"\nthe",
" highest",
" value",
")",
" rather",
" than",
" by",
" SFR",
".",
"In",
" many",
" plots",
" we",
"\ntherefore",
" opted",
" to",
" show",
" the",
" relation",
" between",
" absorbers",
" and",
"\ngalaxies",
" down",
" to",
" SFR",
" >",
" 4",
" ×",
" 10",
" −",
" 3",
" M",
" ⊙",
" yr",
" −",
" 1",
" ,",
" which",
" corre",
"-",
"\nsponds",
" to",
" a",
" cumulative",
" number",
" density",
" of",
" 0",
" .",
" 5",
" galaxies",
" per",
"\ncomoving",
" Mpc",
" 3",
" (",
"31",
" .",
" 5",
" per",
" proper",
" Mpc",
" 3",
" )",
",",
" but",
" we",
" stress",
" that",
"\nSFRs",
" lower",
" than",
" 0",
" .",
" 05",
" M",
" ⊙",
" yr",
" −",
" 1",
" are",
" probably",
" overestimated",
".",
"Hence",
",",
" a",
" higher",
" resolution",
" simulation",
" would",
" likely",
" produce",
"\nnearly",
" the",
" same",
" results",
" as",
" our",
" fiducial",
" run",
" if",
" we",
" select",
" galax",
"-",
"\nies",
" with",
" the",
" same",
" cumulative",
" number",
" density",
".",
"However",
",",
" for",
" a",
"\nfixed",
" SFR",
" threshold",
" the",
" predictions",
" of",
" the",
" higher",
" resolution",
"\nsimulation",
" would",
" start",
" to",
" differ",
" if",
" this",
" threshold",
" is",
" lower",
" than",
"\n0",
" .",
" 05",
" M",
" ⊙",
" yr",
" −",
" 1",
" with",
" the",
" higher",
" resolution",
" simulation",
" predict",
"-",
"\ning",
" somewhat",
" larger",
" impact",
" parameters",
".",
"3",
"\nRESULTS",
" AND",
" DISCUSSION",
"Using",
" the",
" procedure",
" described",
" in",
" the",
" previous",
" section",
",",
" we",
"\nmatch",
" Hi",
" column",
" density",
" systems",
" that",
" have",
" N",
" HI",
" >",
" 3",
" ×",
"\n10",
" 16",
" cm",
" −",
" 2",
" to",
" the",
" galaxies",
" with",
" non",
"-",
"zero",
" SFRs",
" in",
" our",
" simu",
"-",
"\nlations",
" (",
"i",
".",
"e",
".",
",",
" ≈",
" 2",
" ×",
" 10",
" 6",
" strong",
" Hi",
" absorbers",
" and",
" more",
" than",
"\n10",
",",
"000",
" galaxies",
" for",
" every",
" projection",
")",
".",
"In",
" the",
" following",
" we",
" use",
"\nthese",
" associations",
" to",
" study",
" the",
" connection",
" galaxies",
" and",
" Hi",
"\nabsorbers",
".",
"3",
".",
"1",
"\nSpatial",
" distribution",
" of",
" Hi",
" absorbers",
"After",
" connecting",
" absorbers",
" and",
" galaxies",
",",
" one",
" can",
" measure",
"\nthe",
" typical",
" projected",
" distances",
" (",
"i",
".",
"e",
".",
",",
" impact",
" parameters",
",",
" b",
" )",
"\nseparating",
" them",
".",
"The",
" predicted",
" distribution",
" of",
" impact",
" pa",
"-",
"\nrameters",
" as",
" a",
" function",
" of",
" Hi",
" column",
" density",
" is",
" shown",
" in",
"\nFigure",
" 2",
".",
"The",
" color",
" of",
" each",
" cell",
" indicates",
" the",
" median",
" stellar",
"\nmass",
" of",
" galaxies",
" that",
" are",
" associated",
" with",
" the",
" absorbers",
" in",
"\nthat",
" cell",
" (",
"see",
" the",
" color",
" bar",
" on",
" the",
" right",
"-",
"hand",
" side",
")",
".",
"To",
" show",
"\nhow",
" the",
" impact",
" parameter",
" of",
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",",
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":",
" Longman",
".",
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",",
" D",
".",
" H",
".",
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",",
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" Teaching",
".",
" London",
":",
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"H",
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"-",
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")",
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" Baltimore",
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" Acquisition",
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" Annals",
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".",
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" the",
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" a",
" TRESOR",
" like",
" system",
" as",
" third",
" party",
" applica",
"-",
"\ntion",
" for",
" Windows",
".",
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" would",
" like",
" to",
" thank",
" Hans",
"-",
"Georg",
" Esser",
",",
" Thorsten",
"\nHolz",
",",
" Ralf",
" Hund",
",",
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" V¨omel",
",",
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" version",
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" paper",
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" giving",
" us",
"\nvaluable",
" suggestions",
" for",
" improving",
" it",
".",
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" is",
" free",
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" published",
" under",
" the",
"\nGNU",
" GPL",
" v2",
" [",
"32",
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".",
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" source",
" is",
" available",
" at",
"\nwww1",
".",
"informatik",
".",
"uni",
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"erlangen",
".",
"de",
"/",
"tresor",
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"\n[",
"1",
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" BitLocker",
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" Frequently",
" Asked",
" Ques",
"-",
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" Virtual",
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" ECHER",
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" D",
" ORNSEIF",
" ,",
" M",
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" AND",
" K",
" LEIN",
" ,",
" C",
".",
" N",
".",
" FireWire",
" -",
" All",
" Your",
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" Are",
" Belong",
" To",
" Us",
".",
" In",
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" (",
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" for",
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" RWTH",
" Aachen",
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".",
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" B¨",
" OCK",
" ,",
" B",
".",
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"based",
" Physical",
" Security",
" Attacks",
" on",
" Windows",
" 7",
",",
" EFS",
" and",
" BitLocker",
" .",
" Secure",
" Business",
" Austria",
" Research",
" Lab",
",",
"\nAug",
".",
" 2009",
".",
"\n[",
"5",
"]",
" B",
" OILEAU",
" ,",
" A",
".",
" Hit",
" by",
" a",
" Bus",
":",
" Physical",
" Access",
" Attacks",
" with",
" Firewire",
".",
" In",
" Proceedings",
" of",
" Ruxcon",
" ’06",
" (",
"Sydney",
",",
" Australia",
",",
" Sept",
".",
"\n2006",
")",
".",
" Tool",
" (",
"2008",
")",
":",
" http",
":",
"/",
"/",
"storm",
".",
"net",
".",
"nz",
"/",
"static",
"/",
" files",
"/",
"winlockpwn",
" .",
"\n[",
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" C",
" ARRIER",
" ,",
" B",
".",
" D",
".",
",",
" AND",
" G",
" RAND",
" ,",
" J",
".",
" A",
" Hardware",
"-",
"Based",
" Memory",
" Acquisition",
" Procedure",
" for",
" Digital",
" Investigations",
".",
" Digital",
" Inves",
"-",
"\ntigation",
" 1",
" ,",
" 1",
" (",
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".",
" 2004",
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" 50",
"–",
"60",
".",
"\n[",
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" C",
" ARSTEN",
" M",
" AARTMANN",
" -",
"M",
" OE",
" .",
"\nInterrogate",
".",
"\nhttp",
":",
"/",
"/",
" interrogate",
".",
"sourceforge",
".",
"net",
"/"
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"to",
" assess",
",",
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" even",
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" students",
" themselves",
" do",
" not",
" yet",
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" what",
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" they",
" will",
"\nhave",
".",
"However",
",",
" some",
" cases",
" still",
" displayed",
" a",
" higher",
" degree",
" of",
" authenticity",
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".",
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" the",
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",",
" the",
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" sought",
" to",
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" a",
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" post",
"-",
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".",
"In",
" this",
" case",
",",
" she",
"\nfrequently",
" mentioned",
" that",
" the",
" opportunity",
" was",
" perfectly",
" aligned",
" to",
" her",
" future",
" career",
"\naspirations",
".",
"She",
" said",
" ,",
" I’ve",
" never",
" had",
" a",
" job",
" or",
" area",
" of",
" study",
" where",
" I’ve",
" been",
" this",
" passionate…",
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" just",
" puts",
" me",
" over",
" the",
" moon",
" .",
"Future",
" research",
" may",
" seek",
" to",
" further",
" explore",
" how",
" internal",
" WIL",
"\nopportunities",
" could",
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" placement",
".",
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" high",
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" WIL",
" industry",
" placement",
" subject",
",",
" as",
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"\nmentoring",
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"/",
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",",
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" jobs",
".",
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" noted",
":",
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" think",
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" has",
" given",
" me",
" a",
" bunch",
" of",
" skills",
" and",
" experience",
" that",
" I’ll",
" be",
" able",
" to",
" go",
"\nout",
" and",
" look",
" out",
" for",
" jobs",
" within",
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".",
"Like",
",",
" working",
" in",
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" gives",
" you",
"Dollinger",
",",
" M",
".",
",",
" &",
" Brown",
",",
" J",
".",
" (",
"2019",
")",
".",
" An",
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" framework",
" to",
" guide",
" the",
" comparison",
" of",
" work",
"-",
"integrated",
" learning",
" types",
".",
" Journal",
" of",
" Teaching",
" and",
" Learning",
" for",
" Graduate",
" Employability",
",",
" 10",
" (",
"1",
")",
",",
" 88",
"–",
"100",
".",
"96",
"\nexperience",
" too",
",",
" like",
" dealing",
" with",
" customers",
",",
" but",
" it",
" doesn’t",
" give",
" you",
" the",
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" of",
"\nteaching",
" .",
" (",
"Student",
",",
" PLA",
")",
"To",
" match",
" WIL",
" activities",
" to",
" meet",
" the",
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" it",
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"Proximity",
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" analysis",
" across",
" WIL",
" types",
" was",
" proximity",
" or",
","
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[
"Ka",
" Math",
" and",
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"\npetiolatum",
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[
"copper",
" and",
" gold",
" in",
" London",
" are",
" adjusted",
" follows",
" a",
"\nsimilar",
" procedure",
":",
" the",
" demands",
" of",
" agents",
" are",
" elicited",
" and",
" prices",
" are",
" computed",
" according",
" to",
" such",
"\nequilibria",
".",
"We",
" refer",
" to",
" Rustichini",
",",
" Satterthwaite",
" and",
" Williams",
" [",
"33",
"]",
" for",
" a",
" more",
" extensive",
" discussion",
".",
"It",
" has",
" been",
" commonly",
" observed",
" that",
" traders",
" might",
" strategically",
" reduce",
" their",
" demands",
" for",
" certain",
"\ngoods",
" seeking",
" more",
" favourable",
" prices",
".",
"As",
" Rustichini",
" et",
" al",
" [",
"33",
"]",
" write",
":",
" “Such",
" behavior",
",",
" which",
" is",
" the",
"\nessence",
" of",
" bargaining",
",",
" may",
" lead",
" to",
" an",
" impasse",
" that",
" delays",
" or",
" lessens",
" the",
" gains",
" from",
" trade",
".",
"”",
"This",
"\nleads",
" to",
" a",
" natural",
" question",
":",
" to",
" what",
" extent",
" does",
" strategic",
" behavior",
" of",
" economic",
" agents",
",",
" rather",
" than",
"\nprice",
"-",
"taking",
" behavior",
",",
" hurt",
" the",
" efficiency",
" of",
" a",
" market",
"?",
"Hurwicz",
" [",
"18",
"]",
" proposed",
" a",
" game",
"-",
"theoretical",
" framework",
" to",
" analyze",
" settings",
" where",
" agents",
" are",
" strate",
"-",
"\ngic",
".",
"In",
" such",
" model",
" each",
" economic",
" agent",
" is",
" a",
" player",
" in",
" a",
" non",
"-",
"cooperative",
" game",
" and",
" their",
" strategy",
"\nis",
" a",
" report",
" of",
" their",
" preferences",
".",
"After",
" reporting",
" their",
" preferences",
",",
" which",
" serves",
" as",
" a",
" proxy",
" for",
" their",
"\ndemands",
",",
" the",
" competitive",
" equilibrium",
" in",
" the",
" declared",
" market",
" determines",
" allocation",
" and",
" payments",
"\nto",
" the",
" agents",
",",
" who",
" evaluate",
" their",
" outcome",
" with",
" respect",
" to",
" their",
" true",
" preferences",
" .",
"We",
" will",
" call",
" this",
"\nthe",
" Walrasian",
" Game",
" or",
" Walrasian",
" Mechanism",
" .",
"Hurwicz",
" [",
"18",
"]",
" observes",
" that",
" truthfully",
" reporting",
"\npreferences",
" is",
" not",
" always",
" an",
" equilibrium",
" of",
" the",
" Walrasian",
" game",
".",
"An",
" initial",
" characterization",
" of",
" equi",
"-",
"\nlibria",
" was",
" done",
" by",
" Hurwicz",
" and",
" then",
" extended",
" by",
" Otani",
" and",
" Sicilian",
" [",
"27",
",",
" 28",
"]",
",",
" who",
" showed",
" that",
"\ninefficient",
" outcomes",
" arise",
" as",
" the",
" equilibria",
" of",
" the",
" Walrasian",
" mechanism",
".",
"The",
" previously",
" mentioned",
" work",
" focuses",
" on",
" economies",
" with",
" divisible",
" goods",
".",
"For",
" indivisible",
"\ngoods",
",",
" Gul",
" and",
" Stacchetti",
" [",
"15",
",",
" 16",
"]",
" show",
" that",
" truthful",
" revelation",
" of",
" demands",
" is",
" not",
" in",
" general",
"\nan",
" equilibrium",
" for",
" the",
" Walrasian",
" Mechanism",
",",
" except",
" in",
" the",
" special",
" cases",
" of",
" additive",
" valuations",
" (",
"in",
"\nwhich",
" it",
" corresponds",
" to",
" isolated",
" English",
" auctions",
")",
" and",
" in",
" the",
" unit",
"-",
"demand",
" case",
" (",
"which",
" corresponds",
"\nto",
" the",
" ascending",
" auction",
" of",
" Demange",
",",
" Gale",
" and",
" Sotomayor",
" [",
"10",
"]",
")",
".",
"For",
" generic",
" gross",
" substitute",
"\nvaluations",
",",
" no",
" dynamic",
" ascending",
" price",
" auction",
" can",
" be",
" truthful",
" [",
"16",
"]",
".",
"A",
" natural",
" response",
" to",
" such",
" observations",
" is",
" to",
" seek",
" conditions",
" under",
" which",
" the",
" equilibria",
" of",
" the",
"\nWalrasian",
" game",
" resemble",
" the",
" competitive",
" equilibrium",
" one",
" would",
" obtain",
" from",
" the",
" truthful",
" reports",
".",
"An",
" intuition",
" first",
" formalized",
" by",
" Roberts",
" and",
" Postlewaite",
" [",
"30",
"]",
" is",
" that",
" in",
" large",
" markets",
",",
" the",
" ability",
" of",
"\neach",
" individual",
" player",
" to",
" influence",
" the",
" market",
" is",
" minimal",
",",
" so",
" agents",
" should",
" approximately",
" behave",
" as",
"\nprice",
"-",
"taking",
" agents",
".",
"They",
" capture",
" the",
" concept",
" of",
" large",
" markets",
" through",
" replica",
" economies",
" ,",
" i",
".",
"e",
".",
",",
" they",
"\nconsider",
" the",
" equilibria",
" of",
" a",
" game",
" where",
" there",
" are",
" k",
" identical",
" copies",
" of",
" each",
" agent",
" and",
" each",
" good",
" and",
"\nstudy",
" the",
" limit",
" as",
" k",
" goes",
" to",
" infinity",
"."
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[
"through",
" photoisomerization",
",",
" i",
".",
"e",
".",
" ,",
" the",
" light",
"-",
"activated",
"\nstructural",
" change",
" of",
" the",
" parent",
" complex",
" to",
" a",
" high",
"-",
"energy",
" isomer",
" (",
"see",
" Figure",
" 1",
")",
" [",
"5",
"]",
".",
"Energy",
" stored",
"\nin",
" the",
" metastable",
" photoisomer",
" can",
" later",
" be",
" released",
" as",
" a",
" measurable",
" temperature",
" rise",
" in",
" the",
"\nreverse",
" reaction",
" upon",
" thermal",
" excitation",
" or",
" through",
" catalysis",
" [",
"5",
"-",
"9",
"]",
".",
"However",
",",
" practical",
" device",
"\napplications",
" based",
" on",
" such",
" energy",
" storing",
" organometallic",
" molecules",
" require",
" additional",
"\nunderstanding",
" of",
" how",
" they",
" behave",
" in",
" contact",
" with",
" conducting",
" surfaces",
" and",
" under",
" different",
"\nthermodynamic",
" environments",
" at",
" the",
" single",
" molecule",
" level",
".",
"Scanning",
" tunneling",
" microscopy",
" is",
" a",
"\nwell",
"-",
"established",
" technique",
" for",
" investigating",
" surface",
"-",
"bound",
" organometallic",
" molecules",
" and",
" for",
"\nproviding",
" a",
" better",
" understanding",
" of",
" their",
" behavior",
" at",
" the",
" nanometer",
" scale",
" [",
"10",
"-",
"12",
"]",
".",
"A",
" previous",
" STM",
" study",
" reported",
" structural",
" transitions",
" induced",
" by",
" temperature",
" and",
" light",
" in",
"\nFvRu",
" 2",
" (",
"CO",
")",
" 4",
" molecules",
" adsorbed",
" onto",
" Au",
"(",
"111",
")",
" [",
"12",
"]",
".",
"Ag",
"(",
"100",
")",
",",
" on",
" the",
" other",
" hand",
",",
" chemically",
"\ninteracts",
" more",
" strongly",
" with",
" most",
" molecular",
" adsorbates",
" compared",
" to",
" Au",
"(",
"111",
")",
" [",
"13",
"]",
" and",
" also",
"\nprovides",
" a",
" different",
" lattice",
" symmetry",
".",
"Ag",
"(",
"100",
")",
" has",
" a",
" square",
" lattice",
" with",
" no",
" large",
"-",
"scale",
" surface",
"\nreconstruction",
" [",
"14",
"]",
",",
" unlike",
" the",
" close",
"-",
"packed",
" Au",
"(",
"111",
")",
" surface",
" whose",
" herringbone",
" reconstruction",
"\n[",
"15",
"]",
" can",
" substantially",
" influence",
" molecular",
" self",
"-",
"assembly",
" properties",
" [",
"12",
"]",
".",
"It",
" is",
" therefore",
" useful",
" to",
"\nassess",
" how",
" FvRu",
" 2",
" (",
"CO",
")",
" 4",
" molecules",
" behave",
" when",
" they",
" are",
" on",
" Ag",
"(",
"100",
")",
" compared",
" to",
" Au",
"(",
"111",
")",
".",
"4",
"\nHere",
" we",
" report",
" the",
" use",
" of",
" cryogenic",
" ultrahigh",
" vacuum",
" (",
"UHV",
")",
" scanning",
" tunneling",
"\nmicroscopy",
" (",
"STM",
")",
" to",
" investigate",
" local",
" thermal",
" and",
" photo",
"-",
"induced",
" structural",
" transitions",
" in",
"\nFvRu",
" 2",
" (",
"CO",
")",
" 4",
" molecules",
" adsorbed",
" onto",
" Ag",
"(",
"100",
")",
".",
"We",
" find",
" that",
" both",
" the",
" parent",
" complex",
" and",
" the",
"\nphotoisomer",
" exhibit",
" different",
" temperature",
"-",
"dependent",
" structural",
" phases",
" on",
" the",
" Ag",
"(",
"100",
")",
" surface",
".",
"Intramolecular",
" features",
" revealed",
" by",
" STM",
" topographic",
" images",
" suggest",
" that",
" thermally",
"-",
"induced",
" CO",
"\nloss",
" takes",
" place",
" for",
" both",
" the",
" parent",
" complex",
" and",
" photoisomers",
" in",
" the",
" first",
" adsorbate",
" layer",
" on",
"\nAg",
"(",
"100",
")",
",",
" while",
" the",
" second",
" molecular",
" layer",
" remains",
" intact",
".",
"UV",
" light",
" exposure",
" results",
" in",
" photo",
"-",
"\ninduced",
" structural",
" changes",
" only",
" for",
" the",
" parent",
" complex",
",",
" indicating",
" that",
" the",
" parent",
" complex",
"\nphotoisomerizes",
" on",
" Ag",
"(",
"100",
")",
".",
"Experimental",
" Methods",
"Our",
" measurements",
" were",
" performed",
" using",
" a",
" homebuilt",
" variable",
"-",
"temperature",
" UHV",
" STM",
"\nwith",
" optical",
" access",
" to",
" the",
" surface",
" being",
" probed",
".",
"An",
" atomically",
" clean",
" Ag",
"(",
"100",
")",
" surface",
" was",
"\nobtained",
" by",
" repeated",
" cycles",
" of",
" Ar",
" +",
" sputtering",
" followed",
" by",
" thermal",
" annealing",
".",
"The",
" synthesis",
" of",
"\nFvRu",
" 2",
" (",
"CO",
")",
" 4",
" and",
" its",
" photoisomer",
" was",
" conducted",
" according",
" to",
" the",
" description",
" in",
" Refs",
".",
" 5",
",",
" 16",
".",
"Both",
"\nwere",
" deposited",
" via",
" thermal",
" evaporation",
" onto",
" clean",
" Ag",
"(",
"100",
")",
" substrates",
" held",
" at"
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[
"aspiration",
" vacuum",
" system",
",",
" until",
" maxi",
"-",
"\nmum",
" removal",
" of",
" the",
" breast",
" adipose",
" tissue",
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"Third",
" step",
":",
" Bilaterally",
",",
" performing",
" of",
" a",
" horizontal",
" inci",
"-",
"\nsion",
" (",
"mastectomy",
" type",
")",
",",
" through",
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":",
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" and",
" reflection",
" of",
" the",
" upper",
" and",
"\nlower",
" skin",
" flaps",
"Fifth",
" step",
":",
" Identification",
" and",
" registration",
" of",
" all",
" macro",
"-",
"\nscopically",
" observable",
" ligamentous",
" structures",
" in",
" both",
"Table",
" 1",
" Anthropometric",
" data",
" and",
" anatomic",
" measurements",
"\nAverage",
" Minimum",
" Maximum",
"\nAge",
"\n66",
".",
"7",
"\n39",
"\n85",
"\nHeight",
"\n154",
".",
"3",
"\n145",
"\n163",
"\nWeight",
"\n61",
".",
"0",
"\n38",
"\n85",
"\nBMI",
"\n25",
".",
"5",
"\n18",
".",
"1",
"\n33",
".",
"2",
"\nHumeral",
" length",
"\n34",
".",
"1",
"\n32",
"\n36",
"\nSuprasternal",
" notch",
"-",
"nipple",
" distance",
"\n20",
".",
"0",
"\n18",
"\n21",
".",
"5",
"\nSuspensory",
" ligament",
" length",
"\n8",
".",
"7",
"\n7",
"\n13",
"\nSuspensory",
" ligament",
" thick",
"\n2",
".",
"4",
"\n2",
"\n3",
"Fig",
".",
" 1",
" Comparison",
" of",
" the",
" fascial",
" dissection",
" between",
" the",
" breast",
" with",
"\nliposuction",
" (",
" a",
" )",
" and",
" the",
" breast",
" without",
" liposuction",
" (",
" b",
" )",
"\n92",
"\nEur",
" J",
" Plast",
" Surg",
" (",
"2015",
")",
" 38",
":",
"91",
" –",
" 96",
"breasts",
",",
" from",
" the",
" dermis",
" to",
" the",
" pectoral",
" fascia",
",",
" in",
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" direction",
"Sixth",
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":",
" Measuring",
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" and",
" thickness",
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" the",
"\nsuspensory",
" ligament",
" of",
" the",
" axilla",
" and",
" identification",
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" origin",
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" the",
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" the",
" inframammary",
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" in",
" the",
" thoracic",
"\nwall",
",",
" if",
" existing",
"Data",
" analysis",
"Statistical",
" analysis",
" was",
" performed",
" using",
" IBM®",
" SPSS®",
" Statis",
"-",
"\ntics",
" 20",
";",
" New",
" York",
",",
" United",
" States",
".",
"Results",
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",",
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"14",
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")",
",",
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" and",
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" and",
" adipose",
"\ntissue",
" to",
" camouflage",
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" (",
"Fig",
".",
" 1",
")",
".",
"The",
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" ligaments",
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" multiple",
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"\nconnecting",
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"\ntent",
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" (",
"Fig",
".",
" 2",
")",
".",
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" returns",
",",
" as",
" advocated",
" in",
" the",
" classical",
" literature",
".",
"It",
" turns",
" out",
" that",
"\nsuch",
" treatment",
" of",
" the",
" data",
",",
" is",
" still",
" valid",
" when",
" a",
" structural",
" change",
" can",
" be",
" observed",
"\nin",
" either",
" the",
" daily",
" non",
"-",
"zero",
" returns",
" probability",
",",
" or",
" the",
" unconditional",
" variance",
".",
"How",
"-",
"\never",
",",
" when",
" both",
" unconditional",
" heteroscedasticity",
" and",
" non",
"-",
"constant",
" liquidity",
" levels",
" are",
"\npresent",
",",
" the",
" above",
" correction",
" for",
" the",
" serial",
" autocorrelations",
" is",
" possibly",
" distorted",
" in",
" two",
"\nways",
".",
"Firstly",
",",
" a",
" bias",
" can",
" be",
" observed",
".",
"Secondly",
",",
" a",
" relatively",
" high",
" variability",
" can",
" be",
"\nnoticed",
".",
"This",
" spurious",
" picture",
" of",
" the",
" serial",
" correlations",
",",
" can",
" be",
" the",
" consequence",
" of",
"\nneglected",
" structural",
" changes",
" in",
" the",
" variance",
" and",
" in",
" the",
" liquidity",
" degree",
".",
"These",
" short",
"-",
"\ncomings",
" could",
" result",
" in",
" an",
" erroneous",
" analysis",
" of",
" the",
" stock’s",
" properties",
".",
"We",
" propose",
" to",
"\nsolve",
" such",
" issues",
" through",
" a",
" simple",
" scale",
" correction",
",",
" that",
" takes",
" into",
" account",
" the",
" presence",
"\nof",
" such",
" a",
" non",
"-",
"stationary",
" behavior",
" in",
" the",
" stock’s",
" history",
".",
"This",
" more",
" realistic",
" correction",
"\ncan",
" lead",
" to",
" accurate",
" assessment",
" of",
" the",
" serial",
" correlations",
" of",
" illiquid",
" assets",
".",
"References",
"Bolerslev",
",",
" T",
".",
" (",
"2008",
")",
" Glossary",
" to",
" ARCH",
" (",
"GARCH",
")",
".",
" CREATES",
" Research",
" Paper",
"\n2008",
"-",
"49",
".",
"Bondon",
",",
" P",
".",
",",
" and",
" Bahamonde",
",",
" N",
".",
" (",
"2012",
")",
" Least",
" squares",
" estimation",
" of",
" ARCH",
" models",
"\nwith",
" missing",
" observations",
".",
" Journal",
" of",
" Time",
" Series",
" Analysis",
" 33",
",",
" 880",
"-",
"891",
".",
"Boudoukh",
",",
" J",
".",
",",
" Richardson",
",",
" M",
".",
",",
" and",
" Whitelaw",
",",
" R",
".",
" (",
"1994",
")",
" A",
" tale",
" of",
" three",
"\nschools",
":",
" insights",
" on",
" autocorrelations",
" of",
" short",
"-",
"horizon",
" returns",
".",
" Review",
" of",
" Financial",
"\nStudies",
" 7",
",",
" 539",
"-",
"573",
".",
"Brockwell",
",",
" P",
".",
"J",
".",
",",
" and",
" Davis",
",",
" R",
".",
"A",
".",
" (",
"2006",
")",
" Times",
" Series",
":",
" Theory",
" and",
" Methods",
" .",
"\n2nd",
" edition",
",",
" Springer",
",",
" New",
" York",
".",
"Cavaliere",
",",
" G",
".",
",",
" and",
" Taylor",
",",
" A",
".",
"M",
".",
"R",
".",
" (",
"2007",
")",
" Time",
"-",
"transformed",
" unit",
"-",
"root",
" tests",
" for",
"\nmodels",
" with",
" non",
"-",
"stationary",
" volatility",
".",
" Journal",
" of",
" Time",
" Series",
" Analysis",
" 29",
",",
" 300",
"-",
"\n330",
".",
"Cavaliere",
",",
" G",
".",
",",
" and",
" Taylor",
",",
" A",
".",
"M",
".",
"R",
".",
" (",
"2008",
")",
" Bootstrap",
" Unit",
" Root",
" Tests",
" for",
" Time",
"\nSeries",
" with",
" Nonstationary",
" Volatility",
".",
" Econometric",
" Theory",
" 24",
",",
" 43",
"-",
"71",
".",
"Dahlhaus",
",",
" R",
".",
" (",
"1997",
")",
" Fitting",
" time",
" series",
" models",
" to",
" nonstationary",
" processes",
".",
" Annals",
"\nof",
" Statistics",
" 25",
",",
" 1",
"-",
"37",
".",
"Dalla",
",",
" V",
".",
",",
" Giraitis",
",",
" L",
".",
",",
" and",
" Phillips",
",",
" P",
".",
"C",
".",
"B",
".",
" (",
"2020",
")",
" Robust",
" tests",
" for",
" white",
" noise",
"\nand",
" cross",
"-",
"correlation",
".",
" Econometric",
" Theory",
" 1",
"-"
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"etc",
".",
")",
" may",
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"However",
",",
" any",
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",",
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")",
",",
" and",
" a",
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".",
"The",
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" derives",
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"\n(",
"e",
".",
"g",
".",
",",
" organic",
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" is",
" viewed",
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")",
" and",
" opportunities",
"\nto",
" overcome",
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".",
"One",
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",",
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")",
",",
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".",
"The",
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"-",
"identity",
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",",
"\nwhich",
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".",
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":",
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")",
".",
"Both",
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".",
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" (",
"2005",
")",
",",
"\nwho",
" conducted",
" study",
" on",
" Finish",
" consumers",
" with",
" a",
" particular"
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[
"Gina",
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".",
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" and",
" b",
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",",
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".",
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" S",
".",
" Takahashi",
",",
" University",
" of",
" Texas",
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" immunology",
".",
"The",
" circadian",
" clock",
" has",
" been",
"\nattributed",
" with",
" coordinating",
" these",
" variations",
" on",
" multiple",
" levels",
";",
"however",
",",
" their",
" molecular",
" basis",
" is",
" little",
" understood",
".",
"Here",
",",
" we",
" system",
"-",
"\natically",
" investigated",
" the",
" link",
" between",
" the",
" circadian",
" clock",
" and",
" rhyth",
"-",
"\nmic",
" immune",
" functions",
".",
"We",
" show",
" that",
" spleen",
",",
" lymph",
" nodes",
",",
" and",
"\nperitonealmacrophagesofmicecontainintrinsiccircadianclockworks",
"\nthat",
" operate",
" autonomously",
" even",
" ex",
" vivo",
".",
"These",
" clocks",
" regulate",
"\ncircadian",
" rhythms",
" in",
" inflammatory",
" innate",
" immune",
" functions",
":",
"Isolated",
"\nspleen",
" cells",
" stimulated",
" with",
" bacterial",
" endotoxin",
" at",
" different",
" circadian",
"\ntimes",
" display",
" circadian",
" rhythms",
" in",
" TNF",
"-",
" (cid:1)",
" and",
" IL",
"-",
"6",
" secretion",
".",
"Interest",
"-",
"\ningly",
",",
" we",
" found",
" that",
" these",
" rhythms",
" are",
" not",
" driven",
" by",
" systemic",
"\nglucocorticoid",
" variations",
" nor",
" are",
" they",
" due",
" to",
" the",
" detected",
" circadian",
"\nfluctuation",
" in",
" the",
" cellular",
" constitution",
" of",
" the",
" spleen",
".",
"Rather",
",",
" a",
" local",
"\ncircadian",
" clock",
" operative",
" in",
" splenic",
" macrophages",
" likely",
" governs",
" these",
"\noscillations",
" as",
" indicated",
" by",
" endotoxin",
" stimulation",
" experiments",
" in",
"\nrhythmic",
" primary",
" cell",
" cultures",
".",
"On",
" the",
" molecular",
" level",
",",
" we",
" show",
" that",
"\n>",
" 8",
"%",
" of",
" the",
" macrophage",
" transcriptome",
" oscillates",
" in",
" a",
" circadian",
" fash",
"-",
"\nion",
",",
" including",
" many",
" important",
" regulators",
" for",
" pathogen",
" recognition",
"\nand",
" cytokine",
" secretion",
".",
"As",
" such",
",",
" understanding",
" the",
" cross",
"-",
"talk",
" be",
"-",
"\ntween",
" the",
" circadian",
" clock",
" and",
" the",
" immune",
" system",
" provides",
" insights",
"\ninto",
" the",
" timing",
" mechanism",
" of",
" physiological",
" and",
" pathophysiological",
"\nimmune",
" functions",
".",
"adrenalectomy",
" (cid:1)",
" LPS",
" (cid:1)",
" IL",
"-",
"6",
" (cid:1)",
" microarray",
" (cid:1)",
" TNF",
"-",
" (cid:1)",
"A",
" 24",
"-",
"h",
" periodicity",
" in",
" the",
" environment",
" has",
" led",
" to",
" the",
" evolution",
" of",
" molecular",
" circadian",
" clocks",
" in",
" organisms",
" ranging",
" from",
"\ncyanobacteria",
" to",
" humans",
".",
"Circadian",
" rhythms",
" display",
" a",
" near",
" 24",
"-",
"h",
"\nperiod",
" and",
" persist",
" even",
" in",
" the",
" absence",
" of",
" external",
" timing",
" informa",
"-",
"\ntion",
".",
"Inmammals",
",",
"asmallhypothalamicregion",
",",
"thesuprachiasmatic",
"\nnucleus",
"(",
"SCN",
")",
",",
"has",
"been",
"identified",
"as",
"the",
"master",
"pacemaker",
"\nregulating",
"circadian",
"rhythms",
"in",
"physiology",
",",
"metabolism",
",",
"and",
"be",
"-",
"\nhavior",
"(",
"1",
")",
".",
"Recent",
"evidence",
"shows",
"that",
"also",
"peripheral",
"organs",
"such",
"\nas",
"liver",
",",
"heart",
",",
"kidney",
",",
"skin",
",",
"and",
"even",
"cultured",
"cell",
"lines",
"contain",
"\ncircadian",
"oscillators",
".",
"Although",
"the",
"SCN",
"probably",
"sets",
"the",
"phase",
"of",
"\nthese",
"peripheral",
"clocks",
"(",
"by",
"as",
"yet",
"unknown",
"means",
")",
",",
"recent",
"reports",
"\nimplicate",
"peripheral",
"clocks",
"in",
"the",
"regulation",
"of",
"local",
"physiology",
"\n(",
"2",
"–",
"4",
")",
".",
"The",
"fundamental",
"mechanism",
"of",
"rhythm",
"generation",
"is",
"cell"
] | [
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] |
[
"mortality",
",",
" was",
" located",
" in",
" the",
" seaward",
" one",
" or",
"\ntwo",
" zones",
" of",
" each",
" reef",
" flat",
".",
"The",
" mortality",
" also",
" affected",
"\ndeeper",
" areas",
" on",
" the",
" reef",
" slope",
" to",
" seaward",
" of",
" the",
" reef",
" flat",
",",
"\nbut",
" this",
" area",
" is",
" not",
" an",
" important",
" factor",
" in",
" this",
" model",
".",
"Over",
" 99",
"%",
" of",
" all",
" corals",
" in",
" these",
" reef",
" flat",
" zones",
" was",
" dead",
"\nin",
" 2004",
" (",
"see",
" Fig",
".",
" 2d",
" e",
" f",
")",
".",
"Most",
" skeletons",
" were",
" disinte",
"-",
"\ngrating",
",",
" though",
" many",
" central",
" stumps",
" of",
" stout",
" branching",
"\nforms",
" such",
" as",
" Acropora",
" palifera",
" still",
" remained",
" (",
"Fig",
".",
" 2e",
")",
".",
"Very",
" few",
" skeletons",
" of",
" other",
" species",
" were",
" now",
" taxonom",
"-",
"\nically",
" identifiable",
" in",
" situ",
",",
" being",
" heavily",
" eroded",
",",
" although",
"\nit",
" was",
" still",
" fairly",
" clear",
" whether",
" they",
" had",
" been",
" massive",
"\nforms",
",",
" stumps",
" of",
" table",
" corals",
",",
" or",
" encrusting",
" etc",
".",
"Identification",
" of",
" any",
" sort",
" will",
" not",
" remain",
" clear",
" for",
" much",
"\nlonger",
",",
" given",
" the",
" observed",
" rate",
" of",
" reduction",
".",
"Much",
"\nrubble",
" has",
" resulted",
" from",
" the",
" mortality",
" and",
" this",
" tended",
" to",
"\ncomplicate",
" the",
" present",
" measurements",
",",
" since",
" it",
" was",
" never",
"\npossible",
" to",
" be",
" sure",
" of",
" the",
" origin",
" of",
" the",
" rubble",
" and",
" it",
" was",
"\nnever",
" assumed",
" that",
" their",
" origin",
" was",
" where",
" the",
" rubble",
"\nbeds",
" presently",
" lay",
".",
"This",
" means",
" that",
" many",
" previously",
"\nexisting",
" rich",
" stands",
" of",
" branching",
" coral",
" almost",
" certainly",
"\nhad",
" to",
" be",
" excluded",
" from",
" our",
" measurements",
",",
" and",
" so",
" our",
"\npredicted",
" 10",
" and",
" 20",
" year",
" changes",
" of",
" pseudo",
"-",
"sea",
" level",
" rise",
"\nare",
" underestimates",
" in",
" these",
" cases",
".",
"The",
" alarming",
" extent",
" of",
" coral",
" reduction",
" was",
" manifested",
"\nboth",
" in",
" terms",
" of",
" reduced",
" roughness",
" and",
" greater",
" depth",
" on",
"\nthe",
" reef",
" flats",
",",
" and",
" was",
" reflected",
" in",
" the",
" values",
" obtained",
" for",
"\nenergy",
" at",
" the",
" shore",
" (",
"Table",
" 3",
",",
" bottom",
" rows",
")",
".",
"The",
" measure",
"\ntabulated",
" is",
" the",
" energy",
" of",
" the",
" non",
"-",
"breaking",
" reformed",
"\nwaves",
" propagating",
" from",
" the",
" reef",
" rim",
" surf",
" zone",
" shoreward",
"\nacross",
" the",
" reef",
" flat",
".",
"Mitigating",
" against",
" the",
" rise",
" in",
" energy",
"\nover",
" time",
" to",
" some",
" degree",
" was",
" the",
" slight",
" rounding",
"-",
"off",
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")",
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" Calahan",
",",
" 1992",
")",
"\nso",
" the",
" assumption",
" is",
" made",
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" that",
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[
"the",
" long",
"-",
"term",
" goal",
" of",
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" this",
" paradigm",
" shift",
",",
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" focus",
" on",
" the",
" commonly",
" encountered",
"\nfinite",
"-",
"sum",
" optimization",
" problem",
"\nmin",
" x",
" ∈",
" R",
" d",
" F",
" (",
" x",
" )",
" (cid:44)",
"\nn",
" (cid:88)",
"\ni",
" =",
"1",
"\nf",
" i",
" (",
" x",
" )",
" ,",
"\n(",
"1",
")",
"\nwhere",
" each",
" f",
" i",
" (",
" x",
" )",
" is",
" a",
" smooth",
" convex",
" function",
",",
" representing",
" a",
" loss",
" (",
"or",
" misfit",
")",
" corresponding",
" to",
" i",
" th",
"\nobservation",
" (",
"or",
" measurement",
")",
" [",
"6",
",",
"14",
",",
"30",
"]",
".",
"In",
" many",
" ML",
" applications",
",",
" F",
" in",
" eq",
".",
" (",
"1",
")",
" corresponds",
" to",
" the",
"\nempirical",
" risk",
" [",
"29",
"]",
",",
" and",
" the",
" goal",
" of",
" solving",
" eq",
".",
" (",
"1",
")",
" is",
" to",
" obtain",
" a",
" solution",
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" small",
" generalization",
"\nerror",
",",
" i",
".",
"e",
".",
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" high",
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" “unseen”",
" data",
".",
"We",
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".",
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"1",
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" at",
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",",
" where",
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" n",
" and",
" d",
" are",
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" –",
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" and",
" beyond",
".",
"In",
" such",
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" the",
" mere",
" computation",
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" the",
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"\nand",
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" gradient",
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" F",
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" in",
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"Indeed",
",",
" for",
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" problems",
",",
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" on",
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" e",
".",
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" matrix",
"-",
"vector",
" products",
" involved",
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" solution",
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" Newton",
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"In",
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" randomized",
" sub",
"-",
"sampling",
" has",
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" highly",
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"\nand",
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" costs",
" to",
" be",
" effectively",
" independent",
" of",
" n",
" .",
"For",
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",",
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" instance",
" of",
" eq",
".",
" (",
"1",
")",
"\nis",
" when",
" the",
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" f",
" i",
" ’s",
" are",
" quadratics",
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" in",
" which",
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" has",
" an",
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" least",
" squares",
"\nproblem",
".",
"For",
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",",
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" numerical",
" linear",
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" (",
"RandNLA",
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" techniques",
" rely",
" on",
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",",
" which",
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" compute",
" a",
" data",
"-",
"aware",
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"-",
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" subspace",
" embedding",
"\nthat",
" preserves",
" the",
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" [",
"20",
"]",
".",
"Furthermore",
",",
" non",
"-",
"trivial",
" practical",
" imple",
"-",
"\nmentations",
" of",
" algorithms",
" based",
" on",
" these",
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" have",
" been",
" shown",
" to",
" beat",
" state",
"-",
"of",
"-",
"the",
"-",
"art",
" numerical",
"\ntechniques",
" [",
"2",
",",
"21",
",",
"37",
"]",
".",
"For",
" more",
" general",
" problems",
",",
" theoretical",
" properties",
" of",
" sub",
"-",
"sampled",
" Newton",
"-",
"type",
"\nmethods",
",",
" for",
" both",
" convex",
" and",
" non",
"-",
"convex",
" problems",
" of",
" the",
" form",
" in",
" eq",
".",
" (",
"1",
")",
",",
" have",
" been",
" recently",
" stud",
"-",
"\nied",
" in",
" a",
" series",
" of",
" efforts",
" [",
"5",
",",
"8",
",",
"13",
",",
"25",
",",
"26",
",",
"34",
",",
"36",
"]",
".",
"However",
",",
" for",
" real",
" ML",
"/",
" DA",
" applications",
" beyond",
" least",
"\nsquares",
",",
" practical",
" and",
" hardware",
"-",
"specific",
" implementations",
" that",
" can",
" effectively",
" draw",
" upon",
" all",
" available",
"\ncomputing",
" resources",
",",
" are",
" lacking",
" .",
"Contributions",
":",
" Our",
" contributions",
" in",
" this",
" paper",
" can",
" be",
" summarized",
" as",
" follows",
":",
" Through",
" a",
" judicious",
"\nmix",
" of",
" statistical",
" techniques",
",",
" algorithmic",
" innovations",
",",
" and",
" highly",
" optimized",
" GPU",
" implementations",
",",
"\nwe",
" develop",
" an",
" accelerated",
" variant"
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".",
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"?",
"”",
"\nDecember",
" 2003",
".",
"Correa",
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")",
" “The",
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" Diffusion",
" on",
" UK",
"\nProductivity",
" Growth”",
" Department",
" of",
" Economics",
" Working",
" Paper",
" Number",
" 492",
" Queen",
"\nMary",
" University",
" of",
" London",
".",
"Pp",
" 1",
"-",
"40",
".",
"Crandall",
" R",
".",
"W",
".",
" &",
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",",
" Ch",
".",
"L",
" (",
"2001",
")",
".",
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" $",
"500",
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" opportunity",
":",
" the",
" potential",
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"\nof",
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" of",
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" internet",
" access",
" .",
"Criterion",
" Economics",
",",
" L",
".",
"L",
".",
"C",
".",
"\nRetrieved",
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" 5",
",",
" 2005",
" from",
":",
"\nhttp",
":",
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"www",
".",
"sbc",
".",
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".",
"L",
".",
",",
" &",
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" J",
".",
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" (",
"2003",
")",
".",
"The",
" effects",
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"\nadoption",
" on",
" investment",
",",
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" and",
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".",
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".",
" economy",
".",
"Criterion",
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"\nL",
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"L",
".",
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".",
"Retrieved",
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" 10",
",",
" 2005",
" from",
":",
"\nhttp",
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".",
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"L",
".",
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" &",
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".",
"Singer",
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".",
"The",
" Empirical",
" Case",
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" Asymmetric",
"\nRegulation",
" of",
" Broadband",
" Internet",
" Access",
",",
" excerpted",
" declaration",
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" Federal",
"\nCommunications",
" Commission",
".",
"Pp",
" 1",
"-",
" 30",
".",
"Drabenstott",
",",
" Mark",
" and",
" Katharine",
" Sheaff",
".",
"“Exploring",
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" options",
" for",
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"-",
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".",
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" Bank",
" of",
" Kansas",
" City",
",",
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".",
"Duffy",
"-",
"Deno",
",",
" K",
".",
"T",
".",
" (",
"2003",
")",
".",
"Business",
" demand",
" for",
" broadband",
" access",
" capacity",
".",
"Journal",
" of",
"\nRegulatory",
" Economics",
",",
" 24",
" (",
"3",
")",
",",
" pp",
" .",
" 359",
"-",
"372",
".",
"Feld",
",",
" Harold",
",",
" Greogory",
" Rose",
",",
" Mark",
" Cooper",
" and",
" Ben",
" Scott",
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" Connecting",
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" Public",
":",
" The",
"\nTruth",
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" Broadband",
".",
"Media",
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" Project",
" pp",
".",
" 1",
"-",
"18",
".",
"Foros",
",",
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".",
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" Kind",
",",
" H",
".",
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".",
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",",
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"\ngeographical",
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".",
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",",
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",",
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".",
" 215",
"-",
"235",
".",
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".",
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".",
"Strategic",
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[
"the",
" spin",
" is",
" two",
"-",
"\nfold",
".",
"One",
" is",
" due",
" to",
" the",
" two",
"-",
"leg",
" honeycomb",
" strip",
" connectivity",
",",
" and",
"\nthe",
" second",
" is",
" the",
" fi",
" nite",
" tilting",
" of",
" the",
" magnetic",
" fi",
" eld",
" which",
" further",
"\nenhances",
" their",
" difference",
".",
"The",
" preceding",
" properties",
" are",
" shown",
" for",
"\nN",
" =",
" 100",
",",
" 200",
",",
" 300",
",",
" 400",
",",
" and",
" iDMRG",
" in",
" Fig",
".",
" 5",
" with",
" different",
"\ncolors",
",",
" and",
" are",
" seen",
" to",
" be",
" relatively",
" insensitive",
" to",
" the",
" system",
" size",
".",
"Underlying",
" phase",
" diagram",
" .",
"To",
" understand",
" the",
" microscopic",
"\nmechanism",
" of",
" the",
" emerging",
" KSL",
",",
" we",
" study",
" the",
" K",
" −",
" Γ",
" model",
"\nwithout",
" Γ",
" ′",
" —",
" i",
".",
"e",
".",
",",
" in",
" the",
" absence",
" of",
" small",
" interactions",
" that",
" induce",
"\nZZ",
" order",
" —",
" at",
" θ",
" =",
" 0",
".",
"At",
" zero",
" fi",
" eld",
",",
" there",
" is",
" a",
" fi",
" nite",
" region",
" of",
" the",
"\nKSL",
" when",
" the",
" AFM",
" off",
"-",
"diagonal",
" symmetric",
" Γ",
" interaction",
" is",
"\nintroduced",
".",
"Then",
" in",
" zero",
" fi",
" eld",
" at",
" Γ",
" /",
" K",
" c",
" there",
" is",
" a",
" transition",
" from",
"\nthe",
" KSL",
" to",
" another",
" possible",
" spin",
" liquid",
" dubbed",
" K",
" Γ",
" spin",
" liquid",
"\n(",
"K",
" Γ",
" SL",
")",
" 28",
" .",
"Components",
" of",
" the",
" spin",
"-",
"spin",
" correlators",
",",
" S",
" x",
" S",
" x",
" h",
"\ni",
" and",
"\nS",
" z",
" S",
" z",
" h",
"\ni",
" shown",
" in",
" Fig",
".",
" 6a",
",",
" b",
",",
" demonstrate",
" a",
" lack",
" of",
" magnetic",
" order",
"\nin",
" the",
" KSL",
" and",
" K",
" Γ",
" SL",
" at",
" h",
" =",
" 0",
",",
" and",
" fi",
" nite",
" correlations",
" building",
"\nwith",
" increasing",
" fi",
" eld",
".",
"The",
" K",
" Γ",
" SL",
" is",
" characterized",
" by",
" a",
" fi",
" nite",
" h",
" W",
" p",
" W",
" p",
" ′",
" i",
" like",
" the",
" KSL",
",",
" but",
"\nwith",
" negative",
" 〈",
" W",
" p",
" 〉",
" as",
" shown",
" in",
" Fig",
".",
" 6c",
",",
" d",
".",
"While",
" 〈",
" W",
" p",
" 〉",
" is",
" positive",
"\nin",
" the",
" KSL",
",",
" a",
" negative",
" 〈",
" W",
" p",
" 〉",
" in",
" the",
" K",
" Γ",
" SL",
" indicates",
" a",
" phase",
" with",
" a",
" fi",
"\nnite",
" fl",
" ux",
" density",
".",
"Strikingly",
",",
" when",
" the",
" fi",
" eld",
" is",
" applied",
" along",
" the",
"\n[",
"111",
"]",
" direction",
" the",
" KSL",
" sits",
" above",
" the",
" K",
" Γ",
" SL",
" for",
" a",
" fi",
" xed",
" Γ",
" /",
" K",
" ,",
"\nleading",
" to",
" two",
" phase",
" transitions",
" with",
" increasing",
" fi",
" eld",
":",
" K",
" Γ",
" SL",
" →",
"\nKSL",
" →",
" PS",
".",
"The",
" K",
" Γ",
" SL",
" is",
" extremely",
" fragile",
" to",
" additional",
" interac",
"-",
"\ntions",
" that",
" stabilize",
" ZZ",
" order",
".",
"For",
" example",
",",
" when",
" a",
" small",
" Γ",
" ′",
"\ninteraction",
" is",
" introduced",
" the",
" K",
" Γ",
" SL",
" is",
" replaced",
" by",
" the",
" ZZ",
" ordered",
"\nphase",
" as",
" shown",
" in",
" Fig",
".",
" 1",
".",
"Importantly",
",",
" the",
" ZZ",
" order",
" does",
" not",
"\nextend",
" all",
" the",
" way",
" to",
" the",
" Kitaev",
" limit",
" and",
" leaves",
" a",
" fi",
" nite",
" region",
" of",
"\nthe",
" KSL",
" at",
" zero",
" fi",
" eld",
".",
"Discussion",
"Here",
" we",
" presented",
" a",
" microscopic",
" theory",
",",
" based",
" on",
" dominant",
" Kitaev",
"\nand",
" off",
"-",
"diagonal",
" symmetric",
" Γ",
" interactions",
",",
" which",
" offers",
" an",
" inter",
"-",
"\nmediate",
" KSL",
" emerging",
" between",
" the",
" low",
"-",
" fi",
" eld",
" and",
" high",
"-",
" fi",
" eld",
" states",
".",
"The",
" low",
"-",
" fi",
" eld",
" ZZ",
" state",
" is",
" induced",
" via",
" small",
" perturbations",
" beyond",
" K",
"\nand",
" Γ",
" ,",
" such",
" as",
" Γ",
" ′",
" due",
" to",
" trigonal",
" distortion",
" of",
" ligand"
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",",
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".",
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".",
" Cresskill",
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" N",
".",
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".",
":",
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" Press",
".",
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",",
" S",
".",
" (",
"2000",
")",
".",
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" a",
" concept",
" of",
" self",
" in",
" cyberspace",
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".",
" In",
" S",
".",
" B",
".",
" Gibson",
" &",
"\nO",
".",
"O",
".",
" Oviedo",
",",
" eds",
".",
",",
" The",
" emerging",
" cyberculture",
" ,",
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".",
" 169",
"-",
"201",
".",
" Cresskill",
",",
" NJ",
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" Hampton",
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".",
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".",
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".",
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":",
" Internet",
" interpersonal",
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" .",
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",",
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" .",
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",",
" A",
".",
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".",
"S",
".",
" (",
"1997",
")",
".",
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" intelligence",
":",
" Perception",
",",
" image",
",",
" and",
" manipulation",
" in",
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":",
" State",
" University",
" of",
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" York",
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".",
"Bertalanffy",
",",
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".",
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" (",
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")",
".",
" General",
" systems",
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",",
" foundations",
",",
" developments",
",",
" applications",
" .",
"\nNew",
" York",
":",
" Braziller",
".",
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",",
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".",
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"1989",
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".",
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" as",
" Culture",
":",
" Essays",
" on",
" media",
" and",
" society",
" .",
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":",
" Unwin",
"\nHyman",
".",
"Cathcart",
",",
" R",
".",
" &",
" Gumpert",
",",
" G",
".",
" (",
"1986",
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".",
" The",
" person",
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":",
" A",
" unique",
" source",
".",
" In",
" G",
".",
"\nGumpert",
" &",
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".",
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" (",
"Eds",
".",
")",
",",
" Intermedia",
":",
" Interpersonal",
" Communication",
" in",
" a",
" Media",
"\nWorld",
" ,",
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" 323",
"-",
"332",
".",
" New",
" York",
":",
" Oxford",
" University",
" Press",
".",
"Dance",
",",
" F",
".",
"E",
".",
"X",
".",
" (",
"1967",
")",
".",
" Toward",
" a",
" theory",
" of",
" human",
" communication",
".",
" In",
" F",
".",
" E",
".",
" X",
".",
" Dance",
",",
" ed",
".",
",",
"\nHuman",
" communication",
" theory",
":",
" Original",
" essays",
",",
" pp",
".",
" 293",
"-",
"295",
".",
".",
" New",
" York",
":",
" Holt",
",",
" Rinehart",
"\nand",
" Winston",
".",
"Dewey",
",",
" J",
".",
" (",
"1920",
"/",
"1948",
")",
".",
" Reconstruction",
" in",
" philosophy",
" .",
" Boston",
",",
" MA",
":",
" Beacon",
" Press",
".",
"Ephron",
",",
" D",
".",
" &",
" Chen",
",",
" J",
".",
" (",
"2001",
",",
" April",
" 2",
")",
".",
" Ofir’s",
" fatal",
" attraction",
".",
" Newsweek",
" ,",
" p",
".",
" 39",
"Egan",
",",
" J",
".",
" (",
"2000",
",",
" Dec",
".",
" 10",
")",
".",
" Lonely",
" gay",
" teen",
" seeking",
" same",
".",
" The",
" New",
" York",
" Times",
" Magazine",
" ,",
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".",
"\n109",
"-",
"117",
",",
"128",
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"130",
".",
"Filmer",
",",
" P",
".",
" Jenks",
",",
" C",
".",
",",
" Searle",
",",
" C",
".",
" &",
" Walsh",
",",
" D",
".",
" (",
"1998",
")",
".",
" Developments",
" in",
" social",
" theory",
".",
" In",
" C",
".",
"\nSearle",
",",
" ed",
".",
",",
" Researching",
" society",
" and",
" culture",
" ,",
" pp",
".",
" 23",
"-",
"36",
".",
" London",
":",
" Sage",
" Publications",
".",
"Giese",
",",
" M",
".",
" (",
"1998",
")",
".",
" Self",
" without",
" body",
":",
" Textual",
" self",
"-",
"representation",
" in",
" an",
" electronic",
" community",
".",
"\nFirst",
" Monday",
" (",
"Online",
")",
",",
" 29",
" pp",
".",
" Available",
" at",
"\nhttp",
":",
"/",
"/",
"www",
".",
"firstmonday",
"."
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"However",
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"-",
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"-",
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" [",
"24",
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".",
"e",
".",
",",
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" and",
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")",
",",
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"\nwould",
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"-",
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" results",
".",
"\n•",
"There",
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" potential",
" biases",
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" and",
" the",
" systems",
"/",
"models",
" take",
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".",
"For",
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",",
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" might",
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" the",
" metrics",
" and",
" sys",
"-",
"\ntems",
"/",
"models",
" share",
" similar",
" characteristics",
".",
"To",
" shed",
" light",
" on",
" these",
" biases",
",",
" we",
" rank",
" all",
" the",
"\nsystems",
"/",
"models",
" (",
"including",
" retrieval",
" based",
" and",
" generative",
" models",
" in",
" Table",
" 4",
")",
" and",
" count",
" the",
"\npercentage",
" of",
" the",
" top",
"-",
"1",
" ranked",
" system",
" that",
" belongs",
" to",
" the",
" type",
" of",
" retrieval",
" or",
" generative",
" for",
"\neach",
" SR",
" metric",
" (",
"shown",
" in",
" Table",
" 1",
")",
".",
"We",
" conduct",
" such",
" experiments",
" for",
" both",
" MSDialog",
" and",
"\nWizardofWikipedia",
" datasets",
".",
"The",
" results",
" are",
" shown",
" in",
" Table",
" 12",
".",
"In",
" the",
" table"
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[
"their",
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".",
"The",
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"1",
" Near",
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",",
" a",
" 100",
" EeV",
" proton",
" traverses",
" a",
" nearly",
" straight",
" line",
" through",
" the",
" galactic",
"\nor",
" extragalactic",
" magnetic",
" fields",
" and",
" yet",
" no",
" compelling",
" local",
" sources",
" have",
" been",
"\nidentified",
" within",
" the",
" expected",
" scattering",
" cone",
" of",
" the",
" highest",
" energy",
" event",
" [",
"20",
"]",
".",
"Furthermore",
",",
" the",
" atmospheric",
" shower",
" profile",
" is",
" reported",
" by",
" Fly’s",
" Eye",
" [",
"5",
"]",
" to",
"\nroughly",
" fit",
" that",
" of",
" a",
" proton",
",",
" or",
" a",
" gamma",
"-",
"ray",
" that",
" peaks",
" somewhat",
" late",
" in",
" the",
"\natmosphere",
" [",
"16",
"]",
".",
"It",
" is",
" also",
" reported",
" that",
" a",
" medium",
" mass",
" nucleus",
" seems",
" to",
" fit",
"\nthis",
" shower",
" profile",
".",
"Heavy",
" nuclei",
" have",
" their",
" own",
" merits",
".",
"They",
" can",
" be",
" accelerated",
" to",
" higher",
" terminal",
"\nenergies",
" because",
" of",
" their",
" larger",
" charge",
".",
"Additionally",
",",
" a",
" heavy",
" nucleus",
" would",
"\nhave",
" a",
" larger",
" scattering",
" cone",
" since",
" they",
" can",
" be",
" deflected",
" more",
" by",
" the",
" magnetic",
"\nfields",
" on",
" the",
" way",
" to",
" the",
" observer",
".",
"However",
",",
" there",
" are",
" still",
" other",
" problems",
"\nleft",
" in",
" interpreting",
" all",
" the",
" “super",
"-",
"GZK”",
" events",
" as",
" heavy",
" nuclei",
":"
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[
"Moreover",
",",
" its",
" high",
" optical",
"\nabsorption",
" 34",
" ,",
" strong",
" photoresponse",
" 35",
" and",
" phase",
"-",
"dependent",
" visible",
" to",
" infrared",
" bandgap",
" 36",
" become",
"\nadvantageous",
" from",
" an",
" optoelectronics",
" point",
"-",
"of",
"-",
"view",
".",
"Herein",
",",
" we",
" study",
" the",
" optoelectronic",
" characteristics",
" of",
" vdW",
" heterostructures",
" based",
" on",
" ferroelectric",
"\nIn",
" 2",
" Se",
" 3",
" and",
" semiconducting",
" MoS",
" 2",
" .",
"In",
" particular",
",",
" the",
" device",
" channel",
" is",
" made",
" from",
" either",
" monolayer",
"or",
" few",
" layers",
" MoS",
" 2",
" ,",
" while",
" a",
" thin",
" (",
"~",
" 50",
" nm",
")",
" layer",
" of",
" In",
" 2",
" Se",
" 3",
" is",
" inserted",
" beneath",
" half",
" of",
" the",
" device",
"\nchannel",
" in",
" between",
" the",
" MoS",
" 2",
" and",
" the",
" SiO",
" 2",
" dielectric",
" (",
"Fig",
".",
" 1",
" a",
",",
" b",
")",
".",
"Our",
" experiments",
" exhibit",
" that",
" selective",
" poling",
" of",
" the",
" In",
" 2",
" Se",
" 3",
" can",
" significantly",
" modulate",
" the",
"\nconduction",
" in",
" the",
" MoS",
" 2",
" channel",
" leading",
" to",
" distinct",
" “On”",
" and",
" “Off”",
" states",
" with",
" a",
" maximum",
" ratio",
"\nof",
" ~",
" 10",
" 4",
" and",
" 50",
" at",
" V",
" G",
" =",
" -",
" 20",
" V",
" and",
" 0",
" V",
",",
" respectively",
".",
"In",
" addition",
",",
" nonvolatile",
" multilevel",
"\nphotoresponse",
" is",
" demonstrated",
" following",
" different",
" poling",
" conditions",
" with",
" the",
" highest",
"\nphotoresponsivity",
" of",
" ~",
" 1275",
" A",
"/",
"W",
" following",
" an",
" applied",
" negative",
" gate",
" voltage",
" of",
" -",
" 90",
" V",
",",
" which",
" is",
"\nhigher",
" than",
" other",
" reports",
" using",
" either",
" MoS",
" 2",
" or",
" In",
" 2",
" Se",
" 3",
" based",
" optoelectronic",
" devices",
" 7",
",",
"8",
",",
"29",
",",
"37",
"–",
"41",
" .",
"Using",
"\nKelvin",
" probe",
" force",
" microscopy",
" (",
"KPFM",
")",
",",
" we",
" show",
" that",
" the",
" observed",
" modulation",
" in",
" the",
" device",
"\nconductivity",
" corresponds",
" to",
" a",
" narrow",
" potential",
" modulation",
" across",
" the",
" device",
" channel",
" caused",
" by",
"\nthe",
" α",
"-",
"In",
" 2",
" Se",
" 3",
" poled",
" edge",
" (",
"Fig",
".",
" 1c",
",",
"d",
")",
".",
"In",
" particular",
",",
" the",
" intercoupled",
" ferroelectric",
" polarization",
"\nactively",
" actuates",
" the",
" channel",
" carrier",
" concentration",
" in",
" the",
" MoS",
" 2",
" leading",
" to",
" non",
"-",
"volatile",
" switching",
"\nbetween",
" a",
" diode",
" like",
" n",
" -",
" i",
" and",
" an",
" n",
" -",
" i",
" -",
" n",
" junctions",
".",
"The",
" latter",
" is",
" rationalized",
" by",
" a",
" novel",
" edge",
" induced",
"\njunction",
" mechanism",
" that",
" can",
" potentially",
" enables",
" the",
" realization",
" of",
" FeFETs",
" with",
" ultra",
"-",
"short",
"\nsemiconductor",
" channels",
",",
" similar",
" to",
" recently",
" reported",
" device",
" architecture",
" 21",
" .",
"Finally",
",",
" the",
"\nheterostructure",
" FeFETs",
" based",
" on",
" monolayer",
" MoS",
" 2",
" exhibit",
" non",
"-",
"volatile",
" poling",
" dependent",
"\nphotoluminescence",
" (",
"PL",
")",
" of",
" the",
" bright",
" A",
"-",
" and",
" B",
"-",
" excitonic",
" channels",
" that",
" are",
" rationalized",
" by",
" the",
"\ninduced",
" changes",
" in",
" the",
" heterostructure",
" electronic",
" bands",
" alignment",
".",
"The",
" herein",
" demonstrated",
" dipole",
"\nmodulated",
" FeFETs",
" can",
" be",
" utilized",
" to",
" fabricate",
" functional",
" multimodal",
" optoelectronic",
" memory",
"\ndevices",
" with",
" potentially",
" sub",
"-",
"nm",
" narrow",
" channel",
" dimensions",
" having",
" far",
"-",
"reaching",
" potential",
" for",
"\nlogic",
",",
" memory",
",",
" neuromorphic",
" and",
" optoelectronic",
" applications",
".",
"Results",
" –",
"Few",
" layers",
" of",
" α",
"-",
"In",
" 2",
" Se",
" 3",
" were",
" first",
" exfoliated",
" onto",
" degenerately",
" p",
" -",
" doped",
" Si",
" substrate",
" capped",
" with",
"\n300",
" nm",
" thermal",
" oxide",
" by",
" a",
" standard",
" scotch",
" tape",
" method",
" 42",
" .",
"Similarly",
",",
" few",
" layers",
" of",
" MoS",
" 2",
" were",
"\nexfoliated",
" onto",
" SiO",
" 2",
" /",
"Si",
" and",
" then",
" deterministically",
" transferred",
" using",
" a",
" dry",
" viscoelastic",
" stamp",
" 41",
" over",
"\nthe",
" α",
"-",
"In",
" 2",
" Se",
" 3",
" flake",
" such",
" that",
" only"
] | [
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"-",
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"\ndistortions",
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" EP",
" and",
" EN",
".",
"The",
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" a",
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" frequency",
" pulse",
" of",
" (",
"0",
".",
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" 20",
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")",
",",
" and",
" the",
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" adjust",
" the",
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" means",
" the",
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" of",
" penetrations",
" can",
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".",
"The",
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" process",
" prevents",
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" burn",
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",",
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"-",
"cracking",
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" and",
"\ndistortion",
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" because",
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" has",
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"-",
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"-",
"input",
" and",
" welding",
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"Using",
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",",
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" short",
" circuit",
"\nwhich",
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" helps",
" detach",
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".",
"Using",
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" with",
" AC",
" High",
" Frequency",
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" and",
" pure",
" argon",
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".",
"Using",
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" and",
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".",
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".",
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" especially",
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",",
" when",
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".",
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",",
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" cost",
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" specific",
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".",
"Johnson",
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"1982",
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" participants",
" rated",
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"-",
"coloured",
" sucrose",
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"-",
"10",
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" a",
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" amount",
" of",
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" added",
")",
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" lighter",
" solution",
",",
" which",
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" fact",
" had",
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" sucrose",
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".",
"Smell",
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" can",
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" changes",
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".",
"When",
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" act",
" as",
" a",
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" for",
"\nsmell",
" (",
"Morrot",
",",
" Brochet",
" and",
" Dubourdieu",
",",
" 2001",
")",
".",
"Flavour",
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" can",
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"see",
" Spence",
" &",
" Shakar",
",",
" 2010",
"\nfor",
" a",
" review",
")",
".",
"For",
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",",
" the",
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" rate",
" food",
" as",
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" bacon",
" flavour",
" (",
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",",
" Shankar",
" &",
" Blumenthal",
",",
" 2010",
")",
" and",
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"\nplayed",
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" volumes",
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" amplified",
".",
"Similar",
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"\nfound",
" with",
" the",
" perceived",
" ‘fizziness’",
" of",
" carbonated",
" drinks",
" (",
"Zampini",
" &",
" Spence",
",",
" 2005",
")",
" and",
"\neven",
" seemingly",
" arbitrary",
" sounds",
" can",
" exert",
" influence",
" over",
" the",
" perception",
" of",
" flavour",
".",
"Participants",
" rated",
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" as",
" more",
" enjoyable",
" and",
" flavoursome",
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" accompanied",
" by",
" high",
" versus",
"\nlow",
" pitch",
" sounds",
" (",
"Holt",
"-",
"Hansen",
",",
" 1968",
",",
" 1976",
",",
" as",
" cited",
" in",
" Spence",
" &",
" Shakar",
",",
" 2010",
")",
".",
"High",
" pitch",
"\nsounds",
" were",
" also",
" associated",
" with",
" the",
" names",
" of",
" sour",
"-",
" or",
" sweet",
"-",
"tasting",
" foods",
" (",
"Crisinel",
" &",
"\nSpence",
",",
" 2009",
";",
"Crisinel",
" &",
" Spence",
",",
" 2010a",
")",
" while",
" low",
" pitch",
" sounds",
" were",
" more",
" associated",
" with",
"\nthe",
" names",
" of",
" foods",
" that",
" have",
" either",
" a",
" bitter",
" (",
"Crisinel",
" &",
" Spence",
",",
" 2009",
")",
" or",
" umami",
" taste",
"\n(",
"Crisinel",
" &",
" Spence",
",",
" 2010b",
")",
".",
"Similarly",
",",
" Simner",
",",
" Cuskley",
" and",
" Kirby",
" (",
"2010",
")",
" found",
" that",
"\nparticipants",
" making",
" systematic",
" associations",
" between",
" sounds",
" and",
" pure",
" tastants",
" preferred",
"6",
"\nsweet",
" tastes",
" associated",
" with",
" smooth",
" continuous",
" phonetic",
" sounds",
" and",
" sour",
" tastes",
" associated",
"\nwith",
" staccato",
" sounds",
".",
"Of",
" particular",
" interest",
" to",
" the",
" current",
" study",
" are",
" associations",
" relating",
" taste",
"/",
"flavour",
" to",
"\ntouch",
" and",
" texture",
".",
"Of",
" course",
" even",
" before",
" food",
" enters",
" the",
" mouth",
" there",
" is",
" an",
" interaction",
"\nbetween",
" touch",
" and",
" vision",
",",
" so",
" judgements",
" can",
" be",
" made",
" regarding",
" the",
" shape",
" of",
" foods",
" and",
" of",
"\ntheir",
" surface",
" texture",
" (",
"Verhagen",
" &",
" Engelen",
",",
" 2006",
")",
".",
"Indeed",
",",
" when",
" interacting",
" physically",
" with",
"\nfood",
",",
" the",
" somatosensory",
" system",
" is",
" important",
" for",
" multi",
"-",
"sensory",
" integration",
" (",
"Verhagen",
" &",
"\nEngelen",
",",
" 2006",
")",
".",
"The",
" proprioceptive",
" system",
" is",
" also",
" an",
" important",
" source",
" of",
" information",
" about",
"\nthe",
" shape",
",",
" size",
" and",
" texture",
" of",
" foods",
" in",
" the",
" mouth",
",",
" for",
" example",
" during",
" oral",
" exploration",
" by",
"\nthe",
" tongue",
" (",
"Cardello",
",",
" 1996",
")",
"."
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[
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" 1",
" ∪",
" S",
" 1",
" .",
"Also",
",",
" h",
" g",
",",
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"Homologically",
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":",
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",",
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" each",
" g",
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" points",
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"Proof",
".",
"It",
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" )",
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" S",
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" ,",
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" were",
" to",
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" orientation",
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" it",
" would",
" send",
" [",
" S",
" 2",
" ]",
" to",
" −",
" [",
" S",
" 2",
" ]",
".",
"For",
" the",
" second",
" claim",
",",
" we",
" need",
" to",
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" that",
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"(",
" g",
" )",
" ∩",
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"(",
" h",
" )",
"\ncontains",
" 1",
"-",
"dimensional",
" components",
".",
"Suppose",
" for",
" a",
" contradiction",
" that",
" S",
" is",
" a",
" circle",
"\ncomponent",
" of",
" Fix",
"(",
" g",
" )",
" ∩",
" Fix",
"(",
" h",
" )",
".",
"We",
" may",
" assume",
" G",
" =",
" h",
" g",
",",
" h",
" i",
" .",
"By",
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" linearity",
",",
"\nG",
" acts",
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" on",
" the",
" linking",
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" S",
" 2",
" to",
" S",
" ,",
" so",
" G",
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".",
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" is",
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" G",
" itself",
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",",
" it",
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" a",
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" S",
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" ,",
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" M",
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" is",
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" .",
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" subgroup",
" H",
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" G",
" ,",
" S",
" is",
" also",
" a",
" component",
" of",
" Fix",
"(",
" H",
",",
" M",
" )",
".",
"Since",
" D",
" 2",
"\nis",
" a",
" subgroup",
" of",
" each",
" of",
" Tet",
",",
" Oct",
",",
" Icos",
",",
" and",
" D",
" n",
" ,",
" for",
" n",
" even",
",",
" it",
" suffices",
" to",
" rule",
" out",
"\ndihedral",
" groups",
".",
"But",
" in",
" a",
" D",
" n",
" action",
" on",
" S",
" 2",
" ,",
" an",
" involution",
" reverses",
" the",
" orientation",
"\non"
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[
"4",
".",
" Optical",
" images",
" for",
" pad",
" etch",
"a",
")",
" 20",
" X",
" magnification",
"b",
")",
" 100",
" X",
" magnification",
"Fig",
".",
" 3",
" Arcing",
" defect",
" observed",
" at",
" pad",
" etch",
" step",
".",
"1",
")",
" Radio",
" frequency",
" (",
"RF",
")",
" power",
".",
"2",
")",
" Magnetic",
" field",
"3",
")",
" Process",
" time",
"4",
")",
" Pressure",
"High",
" RF",
" power",
" recipe",
",",
" when",
" combined",
" with",
" high",
"\npower",
" magnetic",
" field",
" inside",
" a",
" pressurized",
" chamber",
" and",
"\nlonger",
" processing",
" time",
" will",
" definitely",
" contribute",
" towards",
"\narcing",
".",
"Any",
" one",
" of",
" these",
" factors",
" must",
" be",
" isolated",
" or",
" reduced",
" in",
"\nmagnitude",
" to",
" prevent",
" arcing",
" from",
" occurring",
".",
"Else",
",",
" the",
"\nfinal",
" disposition",
" for",
" this",
" defect",
" type",
" is",
" scrap",
".",
"Due",
" to",
" the",
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" risk",
" factor",
" of",
" scrapping",
",",
" recipe",
" optimization",
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" to",
" reduce",
" the",
"\nbackside",
" helium",
" leak",
" alarm",
".",
"II",
".",
"\nRECIPE",
" OPTIMIZATION",
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" optimization",
" is",
" normally",
" involved",
" with",
" driving",
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" maintaining",
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" current",
"\nprocess",
" of",
" record",
" (",
"POR",
")",
" profile",
" in",
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" of",
" uniformity",
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" wafer",
".",
"This",
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" fast",
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" high",
" radio",
" frequency",
" (",
"RF",
")",
" power",
" and",
"\nhigh",
" pressurized",
" process",
" gases",
".",
"The",
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" sustained",
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" employing",
" high",
" magnetic",
" gauss",
"\nfield",
".",
"Apart",
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" that",
",",
" the",
" uniformity",
" is",
" also",
" influenced",
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" backside",
" helium",
" flow",
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" control",
" the",
" temperature",
"\nvariation",
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" the",
" wafer",
".",
"High",
" RF",
" power",
" when",
" combined",
" with",
" high",
" magnetic",
"\nfield",
" magnitude",
" in",
" a",
" high",
" pressurized",
" chamber",
" could",
"\ndeliver",
" the",
" desired",
" results",
" in",
" term",
" of",
" throughput",
".",
"However",
",",
" these",
" combinations",
" would",
" also",
" lead",
" to",
" plasma",
"\ninstability",
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" could",
" cause",
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" plasma",
" induced",
"\ndamage",
" (",
"P2ID",
")",
".",
"This",
" will",
" affect",
" the",
" etch",
" rate",
" especially",
"\nthe",
" non",
"-",
"uniformity",
" factor",
".",
"This",
" is",
" overcome",
" by",
"\nsubstituting",
" high",
" magnetic",
" field",
" with",
" optimized",
" dual",
"\nhelium",
" zone",
" wafer",
" cooling",
" control",
".",
"Recipe",
" optimization",
"\nis",
" much",
" preferred",
" rather",
" than",
" changing",
" the",
" chamber",
"\ndesign",
" and",
" for",
" this",
" case",
" a",
" few",
" equipment",
" parameter",
"\ncontrols",
" were",
" adjusted",
" for",
" example",
" by",
" tightening",
" the",
"\nchucking",
" voltage",
" and",
" controlling",
" the",
" backside",
" helium",
"\nparameter",
".",
"This",
" is",
" due",
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" the",
" fact",
" that",
" the",
" current",
" chucking",
" voltage",
"\nsetting",
" is",
" not",
" adequate",
" to",
" sustain",
" the",
" wafer",
" during",
" plasma",
"\nstrike",
" causing",
" the",
" wafer",
" to",
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" displaced",
" and",
" inducing",
"\narcing",
" at",
" the",
" wafer",
" edge",
".",
"The",
" objective",
" of",
" this",
" paper",
" is",
" to",
" minimize",
" backside",
"\nhelium",
" leak",
" alarm",
" to",
" reduce",
" arcing",
" and",
" to",
" ensure",
" the",
"\nchamber",
" utilization",
" is",
" lengthen",
".",
"When",
" arcing",
" wafer",
" is",
"\ndetected",
" in",
"-",
"line",
",",
" the",
" affected",
" chamber",
" is",
" opened",
" to",
" ensure",
"\nno",
" immediate",
" impact",
" on",
" the",
" ESC",
" or",
" the",
" process",
" chamber",
".",
"This",
" caused",
" the",
" chamber",
" utilization",
" to",
" be",
" less",
" than",
" the",
"\ndesired",
" lifetime",
".",
"This",
" is",
" not",
" feasible",
" for",
" running",
"\nproduction",
".",
"In",
" order",
" to",
" minimize",
" this",
" recipe",
" optimization",
"\nis",
" performed",
" on",
" affected",
" product",
".",
"The",
" criteria",
" set",
" to",
" minimize",
" arcing",
" are",
":",
"1",
")",
" The",
" wafer",
" will",
" not",
" have",
" any",
" backside",
" helium",
" leak",
"\nalarm",
" during",
" processing",
"2",
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[
"Before",
" this",
" research",
" was",
" conducted",
",",
" 400",
" Gy",
" was",
" the",
" minimum",
" radiation",
" dose",
" required",
" to",
" disinfest",
" dragon",
" fruit",
" of",
" all",
" pest",
" species",
".",
"Irradiation",
" studies",
" were",
" conducted",
" to",
" determine",
" the",
" most",
" radiotolerant",
" stage",
" of",
" each",
" of",
" the",
" above",
" mentioned",
" species",
",",
" as",
" well",
" as",
" which",
" of",
" these",
" 3",
" species",
"\nis",
" the",
" most",
" radiotolerant",
".",
"All",
" stages",
" of",
" the",
" life",
" cycle",
" were",
" exposed",
" to",
" gamma",
" radiation",
" at",
" doses",
" ranging",
" from",
" 100",
" to",
" 400",
" Gy",
" and",
" the",
" mortality",
" rate",
" of",
" each",
" stage",
",",
" the",
" development",
" of",
" nymphs",
",",
" and",
" the",
" reproduction",
" of",
" female",
" adults",
" were",
" determined",
".",
"The",
" mature",
" adult",
" female",
" was",
" the",
" most",
" radiotolerant",
" stage",
" in",
"\nall",
" 3",
" of",
" these",
" mealybug",
" species",
" of",
" which",
" D",
".",
" neobrevipes",
" was",
" the",
" most",
" radiotolerant",
" species",
".",
"Radiation",
" doses",
" to",
" completely",
" prevent",
" the",
" reproduction",
" of",
" adult",
" females",
" of",
" D",
".",
" neobrevipes",
" ,",
" P",
".",
" minor",
" and",
" P",
".",
" lilacinus",
" were",
" found",
" to",
" be",
" 200",
",",
" 150",
" and",
" 100",
" Gy",
",",
" respectively",
".",
"In",
" large",
" scale",
" confirmatory",
" testing",
" involving",
" 31",
",",
"750",
" fe",
"-",
"\nmale",
" adults",
" of",
" the",
" most",
" radiotolerant",
" species",
",",
" D",
".",
" neobrevipes",
" ,",
" the",
" dose",
" range",
" of",
" 206",
"–",
"231",
" Gy",
" prevented",
" 99",
".",
"99",
"%",
" F",
" 1",
" egg",
" hatch",
".",
"The",
" few",
" F",
" 1",
" generation",
" 1st",
" instars",
" surviving",
" were",
" very",
" weak",
" and",
" died",
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" reaching",
" the",
" 2nd",
" instar",
".",
"The",
" dose",
" of",
" 231",
" Gy",
" was",
" recently",
" approved",
" by",
" the",
" International",
" Plant",
" Protection",
" Conven",
"-",
"\ntion",
" for",
" the",
" phytosanitary",
" treatment",
" of",
" hosts",
" of",
" these",
" 3",
" mealybug",
" species",
".",
"Whereas",
" irradiation",
" of",
" dragon",
" fruit",
" with",
" 400",
" Gy",
" moderately",
" reduced",
" its",
" vitamin",
" C",
" content",
" and",
" the",
" lightness",
" of",
" the",
" peel",
" color",
",",
" these",
" reductions",
" were",
" diminished",
" somewhat",
" by",
" irradiation",
" with",
" 200",
" Gy",
".",
"Irradiation",
" with",
" 231",
" Gy",
" is",
" projected",
"\nto",
" reduce",
" the",
" cost",
" of",
" phytosanitary",
" treatment",
" of",
" dragon",
" fruit",
" and",
" to",
" ameliorate",
" the",
" moderate",
" loss",
" in",
" quality",
" at",
" the",
" previously",
" adopted",
" dose",
" rate",
".",
"Key",
" Words",
":",
" gamma",
" radiation",
";",
" tolerant",
" stage",
";",
" radiotolerance",
";",
" confirmatory",
" test",
"Resumen",
"Dysmicoccus",
" neobrevipes",
" Beardsley",
",",
" Planococcus",
" lilacinus",
" (",
"Cockerell",
")",
" y",
" Planococcus",
" minor",
" (",
"Maskell",
")",
" (",
"Hemiptera",
":",
" Pseudococcidae",
")",
" son",
" especies",
" invasoras",
"\nque",
" infestan",
" las",
" plantas",
" agrícolas",
" y",
" ornamentales",
".",
"Ellos",
" infestan",
" la",
" pitahaya",
" (",
" Hylocereus",
" undatus",
" :",
" Caryophyllales",
":",
" Cactaceae",
")",
" en",
" Vietnam",
" y",
" se",
" han",
" valorado",
" como",
" un",
" riesgo",
" potencial",
" invasivo",
" mediano",
".",
"Antes",
" de",
" que",
" se",
" realizó",
" esta",
" investigación",
",",
" 400",
" Gy",
" fue",
" la",
" dosis",
" mínima",
" de",
" radiación",
" necesaria",
" para",
" desinfectar",
"\nla",
" fruta",
" del",
" dragón",
" de",
" todas",
" las",
" especies",
" de",
" plagas",
".",
"Se",
" realizaron",
" estudios",
" de",
" irradiación",
" para",
" determinar",
" el",
" estadio",
" más",
" radiotolerante",
" de",
" cada",
" una",
" de",
" las",
" especies",
" antes",
" mencionadas",
" y",
" la",
" más",
" radiotolerante",
" de",
" estas",
" 3",
" especies",
".",
"Todas",
" los",
" estadios",
" del",
" ciclo",
" de",
" vida",
" fueron",
" expuestos",
" a",
" la",
" radiación",
" gamma",
" en",
" dosis",
"\nque",
" van",
" de",
" 100",
" a",
" 400",
" Gy",
" y",
" se",
" determinaron",
" las",
" tasas",
" de",
" mortalidad",
" de",
" cada",
" estadio",
",",
" el",
" desarrollo",
" de",
" las",
" ninfas",
",",
" y",
" la",
" reproducción",
" de",
" las",
" hembras",
" adultas",
".",
"La",
" hembra",
" adulta",
" madura",
" fue",
" el",
" estadio",
" más",
" radiotolerante",
" de",
" las",
" 3",
" especies",
" de",
" cochinillas",
" de"
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"methods",
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"In",
" 2002",
",",
" this",
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" presents",
" on",
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" to",
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" musical",
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" a",
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" indication",
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".",
"HCTL",
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" International",
" Journal",
" of",
" Technology",
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" and",
" Research",
" (",
"IJTIR",
")",
"http",
":",
"/",
"/",
"ijtir",
".",
"hctl",
".",
"org",
"Volume",
" 14",
",",
" April",
" 2015",
"e",
"-",
"ISSN",
":",
" 2321",
"-",
"1814",
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" ISBN",
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"1",
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"62951",
"-",
"946",
"-",
"3",
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" Shakya",
",",
" Shiru",
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",",
" Neeraj",
" Sharma",
",",
"ECG",
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" System",
":",
" A",
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".",
"Page",
" 3",
"In",
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".",
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[
"cm",
" −",
" 3",
" .",
"It",
" should",
" be",
" noted",
" that",
" the",
" cathodes",
" made",
" from",
" different",
" materials",
",",
" namely",
",",
" copper",
",",
" gold",
",",
"\nmolybdenum",
",",
" and",
" stainless",
" steel",
",",
" provided",
" observation",
" of",
" the",
" clots",
" of",
" opaque",
" plasma",
" (",
"see",
"\nfigure",
" 3",
")",
".",
"In",
" this",
" case",
",",
" it",
" is",
" unlikely",
" that",
" the",
" resonance",
" absorption",
" occurs",
" in",
" a",
" clot",
" of",
" dense",
"\nplasma",
".",
"In",
" addition",
",",
" the",
" line",
" width",
" of",
" the",
" laser",
" radiation",
" at",
" 532",
" nm",
" is",
" 0",
".",
"07",
" nm",
".",
"Therefore",
",",
" one",
"\ncan",
" assume",
" that",
" the",
" laser",
" radiation",
" frequency",
" is",
" well",
" separated",
" from",
" the",
" frequencies",
" of",
" all",
" the",
"\nresonant",
" transitions",
" of",
" the",
" particles",
" present",
" in",
" the",
" discharge",
",",
" both",
" near",
" the",
" cathode",
" and",
" in",
" the",
"\nentire",
" discharge",
" gap",
".",
"According",
" to",
" the",
" calculations",
" are",
" given",
" in",
" [",
"22",
"]",
" the",
" deflection",
" angle",
" of",
" the",
" probing",
" beam",
" can",
"\nbe",
" as",
" high",
" as",
" 14",
" ◦",
" .",
"The",
" estimates",
" were",
" made",
" for",
" clot",
" with",
" size",
" of",
" d",
" ∼",
" 10",
" µ",
" m",
" with",
" the",
" electron",
"\ndensity",
" of",
" N",
" e",
" ∼",
" 10",
" 20",
" –",
"10",
" 21",
" cm",
" −",
" 3",
" and",
" typical",
" density",
" gradient",
" of",
" d",
" N",
" e",
" /",
" d",
" x",
" ∼",
" 10",
" 24",
" cm",
" −",
" 4",
" .",
"It",
" should",
"\nbe",
" noted",
" that",
" the",
" obtained",
" value",
" of",
" the",
" refraction",
" angle",
" exceeds",
" the",
" aperture",
" angle",
" (",
" ≈",
" 11",
" ◦",
" )",
" of",
"\nthe",
" first",
" lens",
" in",
" the",
" optical",
" recording",
" system",
".",
"Thus",
",",
" the",
" dense",
" plasma",
" observed",
" in",
" the",
" recorded",
" images",
" (",
"see",
" figure",
" 3",
")",
" can",
" result",
" from",
" both",
"\nabsorption",
" and",
" strong",
" refraction",
" of",
" the",
" probing",
" radiation",
" provided",
" that",
" the",
" typical",
" size",
" of",
" the",
"\nclots",
" is",
" d",
" ∼",
" 10",
" µ",
" m",
" and",
" the",
" corresponding",
" electron",
" density",
" is",
" N",
" e",
" ∼",
" 10",
" 20",
" –",
"10",
" 21",
" cm",
" −",
" 3",
" .",
"It",
" should",
" be",
"\nnoted",
" that",
" in",
" the",
" paper",
" only",
" qualitative",
" estimations",
" were",
" made",
" and",
" a",
" more",
" detailed",
" analysis",
" of",
"\nthe",
" refractive",
" index",
" of",
" the",
" objects",
" under",
" study",
" is",
" required",
".",
"Analytical",
" and",
" numerical",
" analysis",
" of",
" the",
" spark",
" channel",
" evolution",
" after",
" the",
" breakdown",
" is",
" a",
"\ncomplex",
" and",
" nonlinear",
" problem",
".",
"However",
",",
" it",
" is",
" possible",
" to",
" give",
" a",
" qualitative",
" explanation",
" to",
" the",
"\nmechanism",
" of",
" the",
" plasma",
" formation",
" on",
" the",
" basis",
" of",
" the",
" data",
" presented",
" in",
" the",
" paper",
".",
"The",
" appearance",
" of",
" the",
" dense",
" plasma",
" clots",
" can",
" be",
" accounted",
" for",
" in",
" terms",
" of",
" explosive",
" electron",
"\nemission",
" (",
"EEE",
")",
".",
"In",
" this",
" case",
",",
" the",
" fields",
" needed",
" to",
" produce",
" such",
" plasma",
" in",
" air",
" are",
" lower",
" than",
" those",
"\nrequired",
" in",
" vacuum",
" as",
" the",
" plasma",
" obtained",
" by",
" gas",
" ionization",
" near",
" the",
" cathode",
" emitter",
" stimulates",
"\nthe",
" EEE",
" [",
"4",
"]",
".",
"If",
" the",
" applied",
" electric",
" field",
" is",
" sufficient",
" for",
" cold",
" emission",
" to",
" result",
" in",
" the",
" appearance",
"\nof",
" at",
" least",
" one",
" electron",
",",
" then",
" the",
" field",
" at",
" the",
" cathode",
" is",
" increased",
" due",
" to",
" impact",
" ionization",
"\nand",
" diffusion",
" of",
" positive",
" ions",
" towards",
" the",
" cathode",
".",
"Consequently",
",",
" the",
" electron",
" current",
" from",
"\nthe",
" cathode",
" will",
" be",
" increased",
" alongside",
" with",
" the",
" ion",
" current",
" towards",
" the",
" cathode",
",",
" providing",
" an",
"\nincrease",
" in",
" the",
" electric",
" field",
" at",
" the",
" cathode",
".",
"These",
" processes",
" last",
" until",
" the",
" microinhomogeneities",
"\non",
" the"
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".",
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".",
"org",
"September",
" 2021",
" |",
" Volume",
" 11",
" |",
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" 738318",
" 6",
"IMRT",
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",",
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"-",
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".",
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",",
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" (",
"14",
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".",
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" our",
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",",
" no",
" clinically",
" and",
"\nstatistically",
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" was",
" found",
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",",
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"temporary",
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":",
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",",
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",",
" sometimes",
",",
"\nnever",
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"In",
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":",
" always",
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",",
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",",
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",",
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"33",
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"A",
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" not",
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"\nor",
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" unaware",
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" the",
" possible",
" consequences",
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" loud",
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" [",
"30",
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".",
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"\nthe",
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" validated",
" Dutch",
" version",
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"\n[",
"34",
"]",
".",
"For",
" more",
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" the",
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" of",
" the",
" Dutch",
"\nversion",
" of",
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" and",
" the",
" coding",
" of",
" the",
" items",
",",
" we",
" refer",
" the",
"\nreader",
" to",
" Appendix",
" S1",
".",
"Beliefs",
" About",
" Hearing",
" Protection",
" and",
" Hearing",
" Loss",
"The",
" ‘Beliefs",
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] |
[
"at",
" different",
" substrate",
" doping",
" with",
" LET",
"=",
" 10",
" MeVcm",
" 2",
" /",
"mg",
" radiation",
" strike",
" (",
" at",
" t",
"=",
"0s",
")",
" at",
" drain",
" of",
" the",
" MOSFET",
" at",
" zero",
" bias",
".",
"Fig",
".",
"3",
" shows",
" the",
" SET",
" current",
" versus",
" time",
" for",
" different",
" substrate",
"\ndoping",
" level",
" and",
" constant",
" LET",
"=",
"10MeVcm",
" 2",
" /",
"mg",
" of",
" the",
"\nradiation",
" strike",
" at",
" drain",
" with",
" zero",
" bias",
".",
"It",
" is",
" evident",
" from",
" Fig",
".",
"3",
"\nthat",
" the",
" magnitude",
" of",
" the",
" SET",
" current",
" reduces",
" with",
" doping",
"\nlevel",
".",
"The",
" electric",
" field",
" in",
" the",
" drain",
"-",
"substrate",
" junction",
" reduces",
"\nwith",
" the",
" reduced",
" substrate",
" doping",
" which",
" causes",
" reduction",
" in",
"\nthe",
" drift",
" component",
".",
"Thiscauses",
" reduction",
" in",
" magnitude",
" of",
" the",
"\nSET",
" current",
" as",
" doping",
" level",
" reduces",
".",
"However",
" pulse",
" width",
" of",
"\nSET",
" current",
" increases",
" as",
" substrate",
" doping",
" reduces",
".",
"This",
" is",
"\nbecause",
" of",
" increased",
" depletion",
" of",
" the",
" substrate",
" region",
",",
" which",
"\ngives",
" rise",
" to",
" more",
" diffusion",
" carriers",
".",
"Thus",
",",
" one",
" of",
" the",
" primary",
"\nconcerns",
" in",
" a",
" short",
" channel",
" device",
" is",
" that",
" of",
" its",
" high",
" sensitivity",
"\nto",
" radiations",
" because",
" of",
" increased",
" average",
" substrate",
" doping",
".",
"Fig",
".",
"4",
" SET",
" current",
" versus",
" time",
" with",
" LET",
" =",
" 10",
" MeVcm",
" 2",
" /",
"mg",
" radiation",
" strike",
" (",
"at",
" t",
"=",
"0s",
")",
" at",
" drain",
" of",
" the",
" MOSFET",
" at",
" zero",
" bias",
" for",
" (",
"a",
")",
" varying",
" D",
" L",
" (",
"b",
")",
" varying",
" D",
" D",
" .",
"Fig",
".",
"4",
" (",
"a",
")",
" shows",
" the",
" SET",
" current",
" versus",
" time",
" for",
" drain",
"\nlength",
" (",
"D",
" L",
" )",
" 80",
" nm",
",",
" 160",
" nm",
" and",
" 210",
" nm",
" with",
" LET",
"=",
"10",
" MeV",
"-",
"\ncm",
" 2",
" /",
"mg",
" radiation",
" strike",
" at",
" drain",
" of",
" the",
" MOSFET",
" at",
" zero",
" bias",
".",
"The",
" SET",
" current",
" generated",
" for",
" 80",
" nm",
" drain",
" length",
" MOSFET",
" is",
"\nnearly",
" half",
" of",
" the",
" SET",
" current",
" generated",
" for",
" 210",
" nm",
" drain",
"\nlength",
" MOSFETs",
".",
"The",
" reduction",
" in",
" the",
" magnitude",
" of",
" the",
" SET",
"\ncurrent",
" is",
" because",
" of",
" the",
" reduced",
" p",
"-",
"n",
" junction",
" area",
".",
"From",
"\nFig",
".",
"4",
"(",
"a",
")",
" it",
" can",
" be",
" said",
" that",
" the",
" short",
" drain",
" MOSFETs",
" has",
" lesser",
"\nradiation",
" effects",
" and",
" has",
" a",
" reduced",
" probability",
" of",
" the",
" single",
"\nevent",
" error",
" (",
"SEE",
")",
".",
"Fig",
".",
"4",
" (",
"b",
")",
" shows",
" the",
" SET",
" current",
" versus",
"\ntime",
" for",
"\ndrain",
" depth",
" (",
"D",
" D",
" )",
" of",
" 100",
" nm",
",",
" 200",
" nm",
" and",
" 300",
" nm",
"\nwith",
" LET",
"=",
"10",
" MeV",
"-",
"cm",
" 2",
" /",
"mg",
" radiation",
" strike",
" at",
" drain",
" ofthe",
"\nMOSFET",
" at",
" zero",
" bias",
".",
"From",
" Fig",
".",
" 4",
"(",
"b",
")",
" it",
" can",
" be",
" observed",
" that",
"\nfor",
" 300",
" nm",
" drain",
" depth",
",",
" the",
" SET",
" current",
" magnitude",
" has",
" been",
"\nreduced",
" significantly",
".",
"When",
" radiation",
" penetrates",
" the",
" device",
",",
" it",
"\nloses",
" its",
" energy",
" by",
" generating",
" electron",
"-",
"hole",
" pairs",
".",
"For",
" deep",
"\ndrain",
" MOSFETs",
",",
" the",
" radiation",
" energy",
" reduces",
" as",
" it",
" reaches",
" the",
"\np",
"-",
"n",
" junction",
" formed",
" between",
" the",
" drain",
" and",
" bulk",
",",
" thus",
"\ngenerating",
" very",
" few",
" electron",
"-",
"hole",
" pairs",
" in",
" the",
" p",
"-",
"n",
" junction",
"\nregion",
".",
"Hence",
" the",
" SET",
" magnitude",
" for",
" a",
" deep",
" drain",
" transistor",
" is",
"\nmuch",
" less",
" than",
" in",
" a",
" conventional",
" transistor",
".",
"Fig",
".",
"5",
" Input"
] | [
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[
"II",
".",
" 증례보고",
"1",
".",
" Case",
" 1",
"61세",
" 남자",
" 환자가",
" 혀의",
" 왼쪽",
" 외측연의",
" 궤양을",
" 주소로",
" 서",
"\n울대학교",
" 치과병원",
" 구강내과에",
" 내원하였다",
".",
" 구강내과에서",
"\n는",
" 재발성",
" 아프타성",
" 구내염으로",
" 판단하여",
" 0",
".",
"1",
"%",
" 덱사메타손",
"\n용액을",
" 처방한",
" 뒤",
" 관찰하였으나",
",",
" 궤양이",
" 호전되지",
" 않고",
" 경",
"\n결감이",
" 느껴져",
" 구강악안면외과로",
" 의뢰되었으며",
",",
" 절개생검",
"\nKor",
" J",
" Oral",
" Maxillofac",
" Pathol",
" 2009",
";",
"33",
"(",
"5",
")",
":",
"283",
"-",
"286",
"\n구강",
" 내에",
" 발생한",
" 선편평암종의",
" 증례보고",
"\n조영아",
",",
" 윤혜정",
",",
" 홍성두",
",",
" 이재일",
",",
" 홍삼표",
" *",
"\n서울대학교",
" 치의학대학원",
" 구강병리학교실",
"\n〈",
"ABSTRACT",
" 〉",
"Adenosquamous",
" Carcinoma",
" of",
" the",
" Oral",
" Cavity",
":",
" Case",
" Report",
"Young",
" Ah",
" Cho",
",",
" Hye",
" Jung",
" Yoon",
",",
" Seong",
" Doo",
" Hong",
",",
" Jae",
" Il",
" Lee",
",",
" Sam",
" Pyo",
" Hong",
"*",
"Department",
" of",
" Oral",
" Pathology",
",",
" School",
" of",
" Dentistry",
",",
" Seoul",
" National",
" University",
"Adenosquamous",
" carcinoma",
" (",
"ASC",
")",
" is",
" a",
" rare",
" malignant",
" epithelial",
" tumor",
" in",
" the",
" oral",
" cavity",
".",
" It",
" is",
" regarded",
" as",
" a",
" variant",
"\nof",
" squamous",
" cell",
" carcinoma",
" (",
"SCC",
")",
" because",
" ASC",
" originates",
" from",
" the",
" surface",
" epithelium",
",",
" has",
" similar",
" clinical",
" features",
",",
"\nand",
" includes",
" SCC",
" portion",
" which",
" is",
" histologically",
" identical",
" to",
" the",
" traditional",
" form",
".",
" This",
" case",
" report",
" deals",
" with",
" two",
" cases",
"\nof",
" ASC",
" occurring",
" in",
" the",
" oral",
" mucosa",
" of",
" old",
" male",
" patients",
".",
" Both",
" case",
" has",
" tubular",
" structures",
" lined",
" by",
" cuboidal",
",",
" basaloid",
",",
"\nor",
" small",
" round",
" cells",
" under",
" the",
" conventional",
" SCC",
" component",
",",
" which",
" was",
" reminiscent",
" of",
" the",
" glandular",
" differentiation",
" of",
"\nadenocarcinoma",
".",
" On",
" immunohistochemical",
" studies",
",",
" the",
" glandular",
" component",
" of",
" ASC",
" showed",
" positivity",
" to",
" CK",
"-",
"pan",
",",
" CK7",
"\nand",
" HMWCK",
",",
" while",
" the",
" dysplastic",
" squamous",
" cells",
" exhibited",
" negativity",
" to",
" CK7",
".",
" Accordingly",
",",
" CK7",
" as",
" well",
" as",
" morpho",
"-",
"\nlogical",
" findings",
" can",
" lead",
" towards",
" differentiating",
" ASC",
" from",
" other",
" variants",
" with",
" gland",
"-",
"like",
" structures",
",",
" such",
" as",
" basaloid",
"\nsquamous",
" cell",
" carcinoma",
" and",
" adenoid",
" squamous",
" cell",
" carcinoma",
".",
"Key",
" words",
":",
" Adenosquamous",
" arcinoma",
",",
" Squamous",
" cell",
" carcinoma",
",",
" Cytokeratin",
"\n*",
"Correspondence",
" :",
" Sam",
"-",
"Pyo",
" Hong",
",",
" Department",
" of",
" Oral",
"\nPathology",
",",
" School",
" of",
" Dentistry",
",",
" Seoul",
" National",
" University",
",",
"\n28",
" Yeongun",
"-",
"dong",
",",
" Chongro",
"-",
"gu",
",",
" Seoul",
"Tel",
" :",
" 02",
"-",
"2072",
"-",
"2637",
",",
" Fax",
":",
" 02",
"-",
"766",
"-",
"4544",
"E",
"-",
"mail",
" :",
" hongsp",
"@",
"snu",
".",
"ac",
".",
"kr",
"island",
")",
"로",
" 군집을",
" 이루며",
" 결합조직으로",
" 침",
"\n투해",
" 들어가는",
" 전형적인",
" 편평세포암종의",
" 소견을",
" 보였다",
"\n(",
"Fig",
".",
" 1",
")",
".",
" 그러나",
" 종괴",
" 심층부에",
" 위치하며",
" 근육층을",
" 침입하",
"\n고",
" 있는",
" 종양",
" 세포들은",
",",
" 일반적인",
" 편평세포암종에서",
" 보이",
"\n는",
" 상피",
" 세포와는",
" 달리",
" 입방형",
",",
" 혹은",
" 원형이나",
" 기저양",
"\n(",
"basaloid",
")",
"을",
" 띠고",
" 있었으며",
" 1",
"~",
"2줄로",
" 배열되어",
" 도관",
" 구조",
"\n를",
" 형성하는",
" 선암종의",
" 양상을",
" 보였다",
"(",
"Fig",
".",
" 2",
")",
".",
" 편평세포암",
"\n종과",
" 선암종에",
" 해당하는",
" 부위는",
" 각각",
" 표층과",
" 심층에",
" 존재하",
"\n고",
" 있었으나",
",",
" 편평세포로",
" 이루어진"
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[
"of",
" the",
" world’s",
" demand",
".",
"According",
" to",
" Department",
" of",
" Statistics",
" of",
" Malaysia",
",",
" in",
" year",
" 2005",
" the",
" value",
" export",
" of",
" gloves",
" including",
"\nsurgical",
" and",
" other",
" gloves",
" were",
" 3",
",",
"793",
".",
"23",
" million",
" Malaysian",
" Ringgit",
" and",
" rise",
" accordingly",
" to",
" 5",
",",
"991",
".",
"92",
"\nmillion",
" ringgit",
" Malaysia",
" in",
" year",
" 2009",
" [",
"5",
"]",
".",
"This",
" can",
" be",
" resulting",
" the",
" waste",
" of",
" the",
" by",
" glove",
" will",
" be",
"\nincrease",
" and",
" can",
" cause",
" the",
" environmental",
" problem",
".",
"Therefore",
",",
" the",
" characteristic",
" of",
" the",
" rNBR",
" have",
" been",
" study",
" to",
" development",
" of",
" new",
" class",
" of",
"\nthermoplastic",
" elastomer",
" material",
" by",
" using",
" polyolefin",
" mix",
" with",
" rNBR",
" from",
" the",
" waste",
" nitrile",
" glove",
"\ngenerate",
" by",
" nitrile",
" glove",
" industry",
".",
"Hopefully",
",",
" it",
" can",
" reduce",
" the",
" waste",
" of",
" NBR",
" produces",
" and",
" the",
" final",
"\nproduct",
" that",
" will",
" be",
" developed",
" would",
" find",
" useful",
" application",
" in",
" building",
",",
" construction",
" and",
" other",
"\nindustries",
".",
"2",
".",
" Methodology",
"Recycled",
" Acrylonitrile",
" Butadiene",
" Rubber",
" (",
"rNBR",
")",
" with",
" 33",
"%",
" acrylonitrile",
" content",
" were",
" processed",
"\nfrom",
" the",
" used",
" nitrile",
" gloves",
" obtained",
" from",
" Juara",
" One",
" Resources",
" Sdn",
".",
" Bhd",
".",
" Penang",
",",
" Malaysia",
".",
"The",
"\nnitrile",
" gloves",
" were",
" matriculated",
" by",
" using",
" two",
" roll",
" mills",
" machine",
".",
"After",
" that",
",",
" the",
" NBRr",
" were",
" grinded",
"\nand",
" sieved",
" to",
" obtain",
" particle",
" size",
" of",
" below",
" 150",
" μm",
".",
"The",
" rNBR",
" power",
" then",
" have",
" been",
" analysed",
" using",
"\nScanning",
" Electron",
" Microscopy",
" (",
"SEM",
")",
" for",
" surface",
" morphology",
",",
" Fourier",
" Transform",
" Infrared",
" (",
"FTIR",
")",
" for",
"\nchemical",
" analysis",
" and",
" Thermogravimetric",
" analysis",
" (",
"TGA",
")",
" for",
" thermal",
" degradation",
" of",
" rNBR",
" powder",
".",
"2",
".",
"1",
" Scanning",
" Electron",
" Microscopy",
" (",
"SEM",
")",
"Studies",
" on",
" the",
" morphology",
" of",
" the",
" composites",
" were",
" performed",
" using",
" a",
" Scanning",
" Electron",
"\nMicroscope",
" (",
"SEM",
")",
".",
"All",
" samples",
" were",
" coated",
" with",
" a",
" thin",
" platinum",
" layer",
" using",
" Sputter",
" Coater",
" Polaron",
"\nSC",
" 515",
" to",
" avoid",
" electrostatic",
" charging",
" and",
" poor",
" image",
" resolution",
" during",
" the",
" examination",
".",
"The",
"\nmorphological",
" studies",
" of",
" characterization",
" of",
" rNBR",
" shape",
" is",
" evaluated",
".",
"2",
".",
"2",
" Fourier",
" Transform",
" Infrared",
" (",
"FTIR",
")",
"Fourier",
" Transform",
" Infra",
"-",
"red",
" (",
"FTIR",
")",
" analysis",
" is",
" done",
" to",
" evaluate",
" the",
" chemical",
" composition",
" of",
" raw",
"\nmaterials",
" rNBR",
".",
"The",
" rNBR",
" powder",
" about",
" 5",
" mg",
" of",
" specimen",
" are",
" mix",
" with",
" 95",
" mg",
" of",
" potassium",
" bromide",
"\n(",
"KBr",
")",
" prior",
" to",
" compacting",
" into",
" thin",
" pellets",
" with",
" a",
" hydraulic",
" press",
" using",
" 8",
" tons",
" of",
" force",
" and",
" maintain",
"\nfor",
" 3",
" minute",
".",
"FTIR",
" spectra",
" are",
" record",
" by",
" plotting",
" wavelength",
" against",
" absorbance",
".",
"The",
" spectrum",
"\nresolution",
" is",
" 4",
" cm",
" -",
"1",
" and",
" the",
" scanning",
" range",
" is",
" from",
" 550",
" to",
" 4000",
" cm",
" -",
"1",
" .",
"2",
".",
"3",
" Thermogravimetric",
" analysis",
" (",
"TGA",
")",
"Thermogravimetric",
" analyses",
" of",
" the",
" composites",
" were",
" conducted",
" with",
" a",
" Perkin",
"-",
"Elmer",
" Pyris",
" 6",
" TGA",
"\nanalyser",
" according",
" to",
" ASTM",
" D3171",
".",
"The",
" samples",
" were",
" weighed",
" around",
" 10",
"-",
"12",
" mg",
".",
"The",
" samples",
" were",
"\nscanned",
" under",
" a",
" nitrogen",
" flow",
" of",
" 50",
" mL",
"/",
"min",
" at",
" a",
" heating",
" rate",
" of",
" 10",
" °C",
"/",
"min",
" from",
" 30",
" °C",
" to",
" 600",
" °C",
".",
"Journal",
" of",
" Advanced",
" Research",
" in",
" Engineering",
" Knowledge",
" Volume",
" 2",
",",
" Issue",
" 1",
" (",
"2018",
")",
" 1",
"-",
"6",
"Penerbit"
] | [
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
"I-SENTENCE",
"B-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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] |
[
"C",
".",
" Additional",
" Shaping",
" Gain",
" for",
" Rate",
"-",
"Diverse",
" Wireless",
" Net",
"-",
"\nwork",
" Coding",
" Using",
" LDLC",
"In",
" the",
" optimal",
" lattice",
" coding",
" framework",
",",
" the",
" shaping",
" opera",
"-",
"\ntion",
" employs",
" a",
" dithering",
" vector",
" d",
" to",
" disseminate",
" the",
" transmis",
"-",
"\nsion",
" power",
" over",
" the",
" whole",
" shaping",
" region",
",",
" as",
" indicated",
" by",
" (",
"2",
")",
"\nfor",
" the",
" point",
"-",
"to",
"-",
"point",
" case",
" and",
" by",
" (",
"6",
")",
" for",
" the",
" network",
" coding",
"\ncase",
".",
"The",
" distribution",
" of",
" the",
" dithering",
" vector",
" is",
" a",
" continuous",
"\nuniform",
" distribution",
".",
"The",
" distribution",
" of",
" lattice",
" points",
" is",
" a",
"\ndiscrete",
" uniform",
" distribution",
".",
"The",
" average",
" power",
" of",
" the",
" lattice",
"\npoints",
" within",
" a",
" shaping",
" region",
" can",
" be",
" changed",
" by",
" varying",
"\nthe",
" density",
" of",
" these",
" lattice",
" points",
".",
"By",
" increasing",
" the",
" density",
"\nof",
" the",
" lattice",
" points",
" within",
" the",
" shaping",
" region",
" (",
"piling",
" more",
"\nlattice",
" points",
" into",
" the",
" shaping",
" region",
")",
",",
" the",
" average",
" power",
" can",
"\napproach",
" its",
" lower",
" bound",
" —",
" the",
" average",
" power",
" of",
" a",
" continuous",
"\nand",
" uniform",
" random",
" variable",
" over",
" the",
" shaping",
" region",
".",
"After",
" the",
"\nshaping",
" operation",
" as",
" in",
" (",
"2",
")",
",",
" the",
" distribution",
" of",
" the",
" codeword",
" x",
"\nis",
" the",
" same",
" as",
" the",
" dithering",
" vector",
" d",
" (",
"a",
" continuous",
" and",
" uniform",
"\nrandom",
" variable",
")",
".",
"Therefore",
",",
" from",
" a",
" theoretical",
" perspective",
",",
"\nthis",
" dithering",
" operation",
" can",
" reduce",
" the",
" transmission",
" power",
" of",
"\na",
" nested",
" lattice",
" code",
".",
"However",
",",
" in",
" practice",
",",
" this",
" dithering",
" vector",
"\nis",
" not",
" used",
" in",
" the",
" coding",
" process",
" of",
" real",
" systems",
",",
" since",
" the",
"\ngeneration",
" and",
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"down",
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",",
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" such",
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" and",
" Sample",
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" was",
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" at",
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" in",
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"-",
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" of",
" Ontario",
"\n(",
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" and",
" 2001",
")",
".",
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" hundred",
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" working",
" conditions",
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".",
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")",
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" used",
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" return",
" rate",
".",
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";",
" 195",
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")",
"\nand",
" 217",
" females",
" (",
"75",
".",
"6",
"%",
" return",
" rate",
")",
".",
"To",
" determine",
" the",
" effect",
" of",
" prolonged",
"\nexposure",
" to",
" an",
" increasingly",
" stressful",
"\nwork",
" environment",
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" on",
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"\nuncertainty",
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" downsizing",
",",
" burnout",
"\nwas",
" measured",
" at",
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" 2",
".",
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",",
"\nrespondents",
" were",
" re",
"-",
"surveyed",
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" early",
"\n2001",
".",
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" hundred",
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"-",
"nine",
" people",
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",",
" yielding",
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" of",
" 58",
"%",
".",
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" is",
" smaller",
" than",
" the",
" original",
",",
" it",
"\nis",
" still",
" powerful",
" enough",
" to",
" test",
" the",
"\nproposed",
" model",
".",
"While",
" there",
" is",
" no",
"\ncommonly",
" agreed",
" upon",
" method",
" for",
"\ncalculating",
" sample",
" size",
" for",
" testing",
"\nstructural",
" equation",
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",",
" Hoyle",
"\n(",
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")",
" maintains",
" that",
" sample",
" sizes",
" of",
"\n200",
" yield",
" stable",
" results",
" for",
" various",
" fit",
"\nindices",
" used",
" to",
" determine",
" the",
" degree",
"\nof",
" fit",
" between",
" observed",
" and",
" expected",
"\npatterns",
" of",
" results",
".",
"Thus",
",",
" the",
" sample",
" is",
"\nwell",
" within",
" accepted",
" parameters",
".",
"Although",
" the",
" overall",
" return",
" rate",
"\n(",
"58",
"%",
")",
" for",
" this",
" wave",
" was",
" satisfactory",
",",
"\nthere",
" were",
" considerably",
" fewer",
" eligible",
"\ncases",
" for",
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" as",
" many",
" nurses",
" who",
"\nparticipated",
" in",
" the",
" first",
" phase",
" of",
" the",
"\nstudy",
" were",
" not",
" accessible",
" for",
" the",
"\nsecond",
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".",
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" had",
"\nretired",
",",
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[
"ily",
" account",
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" large",
" numerical",
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" 44",
" We",
" therefore",
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" alternate",
" measure",
" ,",
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" ,",
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" the",
" tar",
"-",
"42",
" +",
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" other",
" independent",
" variables",
" are",
" held",
" constant",
" at",
" their",
" sample",
" means",
" ~",
" for",
" continuous",
" vari",
"-",
" ables",
" !",
" or",
" medians",
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" !",
" +",
"43",
" +",
" Arsenal",
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" data",
" for",
" the",
" de",
" jure",
" nuclear",
" powers",
" were",
" obtained",
" from",
" the",
" “Nuclear",
" Notebook”",
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" Resources",
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" Council",
" ~",
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" Kristensen",
" 2006",
" !",
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" ,",
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" ,",
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" ,",
" North",
" Korea",
" ,",
" and",
" South",
" Africa—are",
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" a",
" single",
" source",
" ,",
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" sources",
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"44",
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" latter",
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" +",
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" Bargaining",
" and",
" Nuclear",
" Blackmail",
"\n185",
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" ~",
" Model",
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"45",
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"46",
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"-",
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" First",
" ,",
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"\n45",
" +",
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" and",
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" highly",
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" +",
"46",
" +",
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" ambiguities",
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" their",
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"\ncapabilities",
" ~",
" such",
" as",
" Israel",
" and",
" South",
" Africa",
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" harder",
" time",
" coercing",
" adversaries",
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" states",
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" have",
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" declared",
" their",
" nuclear",
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" ~",
" such",
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" France",
" and",
" Russia",
" !",
" +",
" To",
" address",
" this",
" pos",
"-",
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" ,",
" we",
" recoded",
" the",
" nuclear",
" status",
" variables",
" to",
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" states",
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" not",
" publicly",
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" The",
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"FIGURE",
" 1",
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" The",
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" 0",
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" 1",
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" (",
"Model",
" 2",
" estimates",
";",
" 90",
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"\nshown",
")",
"\n186",
"\nInternational",
" Organization",
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" more",
" lenient",
" standard",
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" ,",
" cod",
"-",
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" as",
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[
"Stubbings",
" and",
" Williams",
",",
" JAAVSO",
" Volume",
" 45",
",",
" 2017",
"\n7",
"5",
".",
" Acknowledgements",
"We",
" acknowledge",
" with",
" thanks",
" the",
" variable",
" star",
" observations",
" from",
" the",
" AAVSO",
"\nInternational",
" Database",
" (",
"Kafka",
" 2016",
")",
" contributed",
" by",
" observers",
" worldwide",
" and",
" used",
" in",
" this",
"\nresearch",
".",
"This",
" research",
" has",
" made",
" use",
" of",
" the",
" International",
" Variable",
" Star",
" Index",
" (",
"VSX",
")",
" database",
"\n(",
"Watson",
" et",
" al",
".",
" 2015",
")",
",",
" operated",
" at",
" AAVSO",
",",
" Cambridge",
",",
" Massachusetts",
",",
" USA",
",",
" and",
" the",
" Bochum",
"\nGalactic",
" Disk",
" Survey",
".",
"We",
" would",
" like",
" to",
" thank",
" Peter",
" Nelson",
" for",
" providing",
" V",
"-",
"band",
" images",
".",
"We",
"\nwould",
" also",
" like",
" to",
" thank",
" the",
" anonymous",
" referee",
" whose",
" comments",
" and",
" suggestions",
" were",
"\nhelpful",
".",
"Stubbings",
" and",
" Williams",
",",
" JAAVSO",
" Volume",
" 45",
",",
" 2017",
"\n8",
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" 261",
".",
"Kafka",
",",
" S",
".",
",",
" 2016",
",",
" variable",
" star",
" observations",
" from",
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" International",
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"\n(",
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"/",
"/",
"www",
".",
"aavso",
"."
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[
"Dept",
".",
" of",
" Computer",
" Science",
" and",
" Electrical",
" Engineering",
",",
" West",
" Virginia",
" University",
",",
"\nMorgantown",
",",
" WV",
" 26506",
"-",
"6",
" 109",
"Keywords",
":",
" genetic",
" algorithms",
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" system",
" controller",
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" failure",
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"free",
" optimization",
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" -",
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" paper",
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" method",
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"free",
" genetic",
" algorithm",
" optimization",
" of",
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" system",
"\ncontroller",
".",
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" algorithms",
" present",
" a",
" powerful",
" tool",
"\nthat",
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"\nproducing",
"\nnear",
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"\nsystem",
"\ncontrollers",
".",
"Applied",
" to",
" such",
" methods",
" of",
" computational",
"\nintelligence",
" as",
" neural",
" networks",
" or",
" fuzzy",
" logic",
",",
" these",
"\nmethods",
" are",
" capable",
" of",
" combining",
" the",
" non",
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"linear",
"\nmapping",
" capabilities",
" of",
" the",
" latter",
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" behavior",
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",",
" that",
" is",
",",
" without",
" a",
" prior",
" model",
".",
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" the",
" same",
" time",
",",
" genetic",
" algorithms",
" routinely",
" produce",
"\nsolutions",
" that",
" lead",
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" the",
" failure",
" of",
" the",
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" system",
".",
"Such",
"\nsolutions",
"\nare",
"\ngenerally",
"\nunacceptable",
"\nfor",
"\napplications",
" where",
" safe",
" operation",
" must",
" be",
" guaranteed",
".",
"We",
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" here",
" a",
" method",
" of",
" design",
",",
" which",
" allows",
" failure",
"-",
"\nfree",
" application",
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"\nof",
" SAFE",
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" LEARNING",
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" tandem",
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" where",
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" SAFE",
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" from",
" dangerous",
"\nstates",
" while",
" the",
" LEARNING",
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" learns",
" its",
"\nbehavior",
".",
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" validated",
" by",
" applying",
" it",
"\nto",
" an",
" inherently",
" unstable",
" system",
" -",
" inverted",
" pendulum",
".",
"1",
".",
" INRODUCTION",
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" to",
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" prior",
" model",
" of",
" the",
" system",
".",
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" of",
" the",
"\nmodel",
",",
" that",
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",",
" loss",
" of",
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" and",
"/",
"or",
"\nuncertainties",
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" the",
" system’s",
" parameters",
" negatively",
" influence",
"\nthe",
" quality",
" of",
" the",
" resulting",
" control",
".",
"At",
" the",
" same",
" time",
",",
" methods",
" of",
" soft",
" computing",
" such",
" as",
"\nneural",
" networks",
" or",
" fuzzy",
" logic",
" possess",
" non",
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"linear",
" mapping",
"\ncapabilities",
",",
" do",
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" an",
" analytical",
" model",
" and",
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".",
"Combined",
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" learning",
" (",
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")",
" these",
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"\nfor",
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".",
"For",
" example",
",",
" genetic",
" algorithms",
"\nhave",
" been",
" used",
" to",
" produce",
" parameters",
" of",
" an",
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" such",
" as",
" the",
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"/",
"or",
" weights",
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"\nneural",
" network",
" controller",
" [",
" 1",
",",
"2",
"]",
",",
" rules",
" and",
"/",
"or",
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" [",
"3",
",",
"4",
"]",
",",
" model",
" equations",
" [",
"5",
"]",
",",
" etc",
".",
"The",
" disadvantage",
" of",
" the",
" Genetic",
" Algorithms",
" (",
"GA",
")",
" is",
" that",
"\nthe",
" process",
" routinely",
" produces",
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" (",
"parameter",
" sets",
" of",
" a",
"\ncontroller",
")",
" that",
" may",
" render",
" the",
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" system",
" unstable",
".",
"This",
" fact",
" limits",
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" algorithms",
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"\n0",
"-",
"7803",
"-",
"7339",
"-",
"1",
"/",
"02",
"/",
"$",
"17",
".",
"00",
" 02002",
" IEEE",
"\n287",
"\nsystems",
" where",
" a",
" failure",
" is",
" unacceptable",
" or",
" has",
" a",
" very",
" high",
"\nassociated",
" cost",
".",
"This",
" paper",
" shows",
" how",
" evolutionary",
" learning",
" can",
" be",
" applied",
"\nto",
" produce",
" an",
" optimized",
" neural",
" controller",
" for",
" an",
" open",
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"loop",
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".",
"The",
" suggested",
" method",
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"-",
"free",
"\noptimization",
" process",
".",
"11",
".",
" TEST",
" BED",
"A",
" numerical",
" model",
" of",
" an",
" Inverted",
" Pendulum",
" (",
"IP",
")",
" served",
" as"
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"be",
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" mRVEs",
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[
"Since",
" energy",
" efficiency",
" is",
" a",
" major",
" concern",
" in",
" the",
" design",
" of",
" wireless",
" sensor",
" networks",
",",
" the",
" number",
"\n*",
"Research",
" supported",
" by",
" the",
" European",
" Community’s",
" Seventh",
" Framework",
" Programme",
" under",
" grant",
" agreement",
" no",
" 214755",
"\n(",
"QUASIMODO",
")",
" and",
" by",
" the",
" DFG",
"/",
"NWO",
" bilateral",
" cooperation",
" project",
" ROCKS",
".",
"\n^",
"Research",
" supported",
" by",
" NWO",
"/",
"EW",
" project",
" 612",
".",
"064",
".",
"610",
" Abstraction",
" Refinement",
" for",
" Timed",
" Systems",
" (",
"ARTS",
")",
".",
"S",
".",
" Andova",
" et",
".",
"al",
".",
" (",
"Eds",
".",
")",
":",
" Workshop",
" on",
" Quantitative",
" Formal",
" Methods",
":",
"\nTheory",
" and",
" Applications",
" (",
"QFM’09",
")",
"EPTCS",
" 13",
",",
" 2009",
",",
" pp",
".",
" 41",
"-",
"54",
",",
" doi",
":",
"10",
".",
"4204",
"/",
"EPTCS",
".",
"13",
".",
"4",
"Modelling",
" Clock",
" Synchronization",
" in",
" the",
" Chess",
" gMAC",
" WSN",
" Protocol",
"Figure",
" 2",
":",
" The",
" structure",
" of",
" a",
" time",
" frame",
"of",
" active",
" slots",
" is",
" typically",
" much",
" smaller",
" than",
" the",
" total",
" number",
" of",
" slots",
" (",
"less",
" than",
" 1",
"%",
" in",
" the",
" current",
" im",
"\nplementation",
")",
".",
"The",
" active",
" slots",
" are",
" placed",
" in",
" one",
" contiguous",
" sequence",
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" currently",
" is",
" placed",
" at",
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"\nbeginning",
" of",
" the",
" frame",
".",
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" single",
" message",
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" frame",
",",
" during",
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" slot",
".",
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" neighboring",
" nodes",
" have",
" different",
" TX",
" slots",
".",
"One",
" of",
" the",
" greatest",
" challenges",
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" the",
" design",
" of",
" the",
" MAC",
" layer",
" is",
" to",
" find",
" suitable",
" mechanisms",
" for",
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"\nsynchronization",
":",
" we",
" must",
" ensure",
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" sending",
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".",
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",",
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".",
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" cause",
" the",
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" slot",
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" and",
" thus",
" lead",
" to",
" situations",
" in",
" which",
" nodes",
" get",
" out",
" of",
" sync",
".",
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" overcome",
" this",
" problem",
"\nnodes",
" will",
" have",
" to",
" adjust",
" their",
" clocks",
" now",
" and",
" then",
".",
"Also",
",",
" the",
" notion",
" of",
" guard",
" time",
" is",
" introduced",
":",
" at",
"\nthe",
" beginning",
" of",
" its",
" TX",
" slot",
",",
" a",
" sender",
" waits",
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" amount",
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" ensure",
" that",
" all",
" its",
" neighbors",
"\nare",
" ready",
" to",
" receive",
" messages",
".",
"Similarly",
",",
" a",
" sender",
" does",
" not",
" transmit",
" for",
" a",
" certain",
" amount",
" of",
" time",
" at",
" the",
"\nend",
" of",
" its",
" TX",
" slot",
".",
"In",
" order",
" to",
" save",
" energy",
" it",
" is",
" important",
" to",
" reduce",
" these",
" guard",
" times",
" to",
" a",
" minimum",
".",
"Many",
" clock",
" synchronization",
" protocols",
" have",
" been",
" proposed",
" for",
" wireless",
" sensor",
" networks",
",",
" see",
" e",
".",
"g",
".",
" [",
"16",
",",
" 5",
",",
"\n17",
",",
" 12",
",",
" 1",
",",
" 11",
",",
" 14",
"]",
".",
"However",
",",
" these",
" protocols",
" (",
"with",
" the",
" exception",
" of",
" [",
"17",
",",
" 1",
"]",
" and",
" possibly",
" [",
"14",
"]",
")",
" involve",
" a",
"\ncomputation",
" and",
"/",
"or",
" communication",
" overhead",
" that",
" is",
" unacceptable",
" given",
" the",
" extremely",
" limited",
" resources",
"\n(",
"energy",
",",
" memory",
",",
" clock",
" cycles",
")",
" available",
" within",
" the",
" Chess",
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[
"book",
"\nprefaces",
",",
" journal",
" editorials",
",",
" readers’",
" letters",
",",
" summaries",
" of",
" workshops",
",",
"\ntutorials",
",",
" and",
" poster",
" sessions",
".",
"Any",
" paper",
" that",
" met",
" at",
" least",
" one",
" of",
" these",
" criteria",
"\nwas",
" excluded",
" from",
" the",
" map",
".",
"When",
" a",
" paper",
" appeared",
" repeatedly",
" in",
" our",
" search",
",",
" we",
" counted",
" it",
" only",
" once",
".",
"3",
".",
"4",
"\nData",
" extraction",
"A",
" data",
" extraction",
" form",
",",
" implemented",
" as",
" an",
" Excel",
" spreadsheet",
",",
" was",
" defined",
" to",
" extract",
"\nthe",
" relevant",
" information",
" from",
" the",
" selected",
" papers",
".",
"From",
" each",
" paper",
",",
" the",
" following",
" data",
" was",
" recorded",
":",
"\n•",
"Bibliographic",
" data",
".",
" •",
"Research",
" method",
" and",
" data",
" sources",
" reported",
".",
"\n•",
"How",
" the",
" author",
"(",
"s",
")",
" named",
" the",
" concept",
" “soft",
" skills”",
".",
"\n•",
"The",
" soft",
" skills",
" listed",
" in",
" the",
" study",
",",
" worded",
" exactly",
" as",
" they",
" appear",
" in",
" the",
"\nrespective",
" paper",
".",
"\n•",
"The",
" definition",
" or",
" characterization",
" (",
"if",
" any",
")",
" of",
" the",
" soft",
" skills",
" listed",
" in",
" the",
" study",
".",
"Data",
" extraction",
" from",
" each",
" paper",
" was",
" done",
" independently",
" by",
" two",
" of",
" the",
" authors",
"\nand",
" then",
" compared",
" to",
" verify",
" that",
" no",
" datum",
" was",
" missing",
",",
" and",
" that",
" all",
" soft",
" skills",
"\nmentioned",
" had",
" been",
" recorded",
" in",
" the",
" data",
" extraction",
" form",
".",
"Data",
" extraction",
" was",
" performed",
" manually",
".",
"The",
" decision",
" of",
" not",
" using",
" software",
" tools",
"\nto",
" perform",
" automatic",
" extraction",
" was",
" based",
" on",
" the",
" results",
" of",
" a",
" study",
" by",
" Marshall",
" and",
"\nBrereton",
",",
" which",
" concludes",
" that",
",",
" based",
" on",
" their",
" evidence",
",",
" most",
" of",
" the",
" tools",
" they",
"\nidentified",
" were",
" in",
" the",
" initial",
" stages",
" of",
" development",
" and",
" use",
",",
" and",
" therefore",
" there",
" were",
"\nvery",
" few",
" empirical",
" corroboration",
" data",
" on",
" its",
" effectiveness",
" [",
"Marshall",
",",
" 13",
"]",
".",
"23",
" Matturro",
" G",
".",
",",
" Raschetti",
" F",
".",
",",
" Fontan",
" C",
".",
":",
" A",
" Systematic",
" Mapping",
" Study",
" .",
".",
".",
"3",
".",
"5",
"\nData",
" aggregation",
" and",
" synthesis",
"A",
" first",
" review",
" of",
" the",
" soft",
" skills",
" recorded",
" in",
" the",
" spreadsheet",
" revealed",
" that",
" many",
" of",
" them",
"\nappeared",
" in",
" more",
" than",
" one",
" paper",
" with",
" the",
" same",
" or",
" slightly",
" different",
" name",
".",
"Data",
"\naggregation",
" consisted",
" in",
" the",
" creation",
" of",
" groups",
" or",
" categories",
" of",
" soft",
" skills",
" that",
",",
"\nindependently",
" of",
" the",
" denomination",
" given",
" in",
" the",
" respective",
" paper",
",",
" represent",
" (",
"in",
" our",
"\nconsideration",
")",
" the",
" same",
" general",
" underlying",
" skill",
".",
"Some",
" examples",
" of",
" the",
" application",
" of",
"\nthis",
" criterium",
" are",
" given",
" below",
".",
"See",
" Table",
" 4",
" for",
" bibliographic",
" data",
" of",
" referred",
" papers",
".",
"For",
" example",
",",
" \"",
"written",
" and",
" oral",
" communication",
"\"",
" [",
"p11",
"]",
" and",
" \"",
"exhibit",
" several",
"\ncommunication",
" styles",
"\"",
" [",
"p32",
"]",
" were",
" grouped",
" under",
" the",
" \"",
"Communication",
" skills",
"\"",
"\ncategory",
",",
" as",
" they",
" refer",
" to",
" the",
" same",
" underlying",
" skill",
".",
"However",
",",
" not",
" all",
" the",
" cases",
" were",
" as",
" simple",
" as",
" this",
" one",
".",
"For",
" example",
",",
" the",
" soft",
" skill",
"\n\"",
"negotiates",
" to",
" arrive",
" at",
" a",
" consensus",
" or",
" compromise",
"\"",
" [",
"p18",
"]",
" was",
" put",
" under",
" the",
" group",
"\n\"",
"Negotiation",
" skills",
"\"",
",",
" because",
" the",
" word",
" \"",
"negotiates",
"\"",
" appears",
" in",
" the",
" name",
" given",
" by",
" the",
"\nauthor",
".",
"In",
" this",
" group",
" we",
" also",
" put",
" the",
" skill",
" named",
" \"",
"consensus",
" building",
"\"",
" [",
"p33",
"]",
",",
" because",
"\nthe",
" word",
" \"",
"consensus",
"\"",
" also"
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"named",
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"Orange",
"'",
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"'",
".",
"Since",
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" were",
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"\nfor",
" their",
" services",
",",
" the",
" sudden",
" appearance",
" of",
" riches",
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" cases",
" led",
" to",
" insurgent",
" suspicion",
" and",
" retri",
"-",
"\nbution",
".",
"In",
" his",
" book",
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" Scouts",
" -",
" Top",
" Secret",
" War",
" Lieutenant",
"-",
"Colonel",
" Reid",
"-",
"Daly",
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"-",
"named",
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"-",
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" and",
" First",
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"-",
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" Rhodesian",
" Light",
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" pseudo",
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" the",
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" Scouts",
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" of",
" 1",
" 800",
" men",
".",
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" however",
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" territorial",
" soldiers",
" and",
" thus",
" not",
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" attached",
" to",
" the",
" unit",
".",
"The",
" rapid",
" increase",
" in",
" numbers",
" in",
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" led",
" to",
" a",
" number",
" of",
" problems",
".",
"In",
"\nthe",
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" instance",
" the",
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" was",
" forced",
" to",
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" its",
" entry",
" standards",
" to",
" obtain",
" enough",
" personnel",
" to",
" comply",
"\nwith",
" Combined",
" Operation",
" demands",
".",
"This",
" led",
" to",
" a",
" gene",
"-",
" ral",
" lowering",
" of",
" operational",
" standards",
" in",
" the",
" pseudo",
"\nrole",
" as",
" did",
" the",
" widespread",
" use",
" of",
" the",
" less",
"-",
"demanding",
" observation",
" post",
" tactic",
".",
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" latter",
" did",
" not",
" require",
"\nas",
" high",
" a",
" standard",
" of",
" training",
" and",
" experience",
" as",
" did",
" normal",
" pseudo",
" operations",
".",
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" the",
" other",
" hand",
",",
" these",
"\n130",
"\nPseudo",
" Operations",
"\nrecruits",
" were",
" not",
" all",
" suitable",
" for",
" pseudo",
"-",
"type",
" ope",
"-",
" rations",
",",
" while",
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"-",
"\nrough",
".",
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" a",
" result",
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"-",
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".",
"5",
".",
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" Conclusion",
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" on",
" above",
",",
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" of",
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",",
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",",
" namely",
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" of",
" legitimate",
" political",
" authority",
".",
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"\nin",
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" of",
" a",
" substantial",
" portion",
" of",
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"-",
" tion",
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" a",
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" would",
" have",
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" its",
" laws",
".",
"Legitimacy",
" is",
" a",
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" necessity",
",",
" for",
" it",
" reduces",
" .",
".",
".",
" dependence",
" on",
" naked",
" power",
" by",
" allow",
"-",
"\ning",
" (",
"the",
" government",
")",
" ."
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[
"many",
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" York",
" State",
" Energy",
" Research",
" and",
"\nDevelopment",
" Authority",
".",
"3",
"\nAbstract",
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"MeHg",
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" a",
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"-",
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";",
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".",
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[
"significant",
" decrease",
" in",
"\nDLI",
" in",
" our",
" VAD",
" population",
" by",
" a",
" change",
" in",
" driveline",
" management",
" strategy",
".",
"We",
"\ndemonstrated",
" a",
" decrease",
" in",
" DLIs",
" from",
" 1",
".",
"81",
" to",
" 0",
".",
"24",
" events",
"/",
" 1000",
" device",
" days",
",",
"\nwhich",
" corresponds",
" to",
" a",
" relative",
" risk",
" reduction",
" of",
" 85",
"%",
" and",
" a",
" number",
" needed",
" to",
"\ntreat",
" of",
" 2",
".",
"82",
".",
"The",
" VAD",
" Journal",
" :",
" http",
":",
"/",
"/",
"dx",
".",
"doi",
".",
"org",
"/",
"10",
".",
"13023",
"/",
"VAD",
".",
"2016",
".",
"03",
"\nPage",
" 10",
" of",
" 13",
"The",
" VAD",
" Journal",
":",
" The",
" journal",
" of",
" mechanical",
" assisted",
" circulation",
" and",
" heart",
" failure",
"Silver",
" sulfadiazine",
",",
" along",
" with",
" chlorhexidine",
" and",
" triclosan",
",",
" impregnated",
" VAD",
"\ndriveline",
" has",
" been",
" shown",
" to",
" decrease",
" bacterial",
" colonization",
" in",
" vivo",
".",
"(",
"16",
")",
"The",
"\ngroup",
" from",
" Columbia",
" reported",
" results",
" from",
" their",
" use",
" of",
" a",
" sterile",
" silver",
" gauze",
"\ndriveline",
" dressing",
" (",
"SILVERCEL",
",",
" Non",
"-",
"Adherent",
" Antimicrobial",
" Alginate",
" Dressing",
")",
"\nalong",
" with",
" a",
" Foley",
" anchor",
" device",
" for",
" driveline",
" stabilization",
" and",
" also",
" demonstrated",
"\na",
" significant",
" decrease",
" in",
" DLI",
" with",
" a",
" relative",
" risk",
" reduction",
" of",
" 62",
".",
"5",
"%",
".",
"(",
"17",
")",
"Of",
" note",
",",
"\nour",
" new",
" dressing",
" change",
" protocol",
" did",
" not",
" include",
" sterile",
" technique",
",",
" yet",
" was",
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" with",
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" fewer",
" infections",
" than",
" our",
" previous",
" technique",
" or",
"\npublished",
" data",
" among",
" VAD",
" centers",
".",
"This",
" is",
" important",
" as",
" adding",
" sterile",
"\ntechnique",
" increases",
" both",
" cost",
" and",
" complexity",
" of",
" dressing",
" changes",
".",
"Traditionally",
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" binder",
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" the",
" driveline",
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"\ndespite",
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" fact",
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" is",
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" uncomfortable",
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"\npotentially",
" leading",
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" decreased",
" outpatient",
" compliance",
" as",
" communicated",
" by",
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" our",
" patients",
".",
"In",
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" driveline",
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" strategy",
",",
" use",
" of",
" a",
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" patients",
" to",
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" home",
" and",
" potentially",
" ensured",
"\nbetter",
" compliance",
",",
" though",
" we",
" did",
" not",
" specifically",
" assess",
" compliance",
" in",
" this",
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" study",
".",
"Additionally",
",",
" decreasing",
" the",
" frequency",
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" dressing",
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" the",
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" manipulation",
" of",
" the",
" site",
" with",
" decreased",
"\nrisk",
" of",
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" of",
" infection",
".",
"There",
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".",
"These",
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" under",
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",",
" peri",
"-",
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" and",
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".",
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" Interface",
" Registry",
" study",
" demonstrated",
" increased",
" freedom",
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" with",
" a",
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" VAD",
" in",
" whom",
" only",
" the",
" silicone",
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" the",
" DL",
" was",
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";",
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" our",
" center",
"\nconsistently",
".",
"(",
"18",
")",
"Results",
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" were",
" recently",
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" showed",
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" and",
" increased",
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" devices",
";",
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".",
" (",
"19",
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" there",
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" a",
" consensus",
"\napproach",
" to",
" this",
" process",
" as",
" of",
" yet",
".",
"We",
" believe",
" that",
" reporting",
" of",
" individual"
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[
"n",
" connecting",
" sites",
" n",
" and",
" n",
" +",
"1",
" to",
" be",
"\ncorrelated",
" in",
" such",
" a",
" sequency",
" to",
" describe",
" the",
" trace",
" of",
" a",
"\nfractional",
" Brownian",
" motion",
" [",
"15",
",",
" 16",
",",
" 17",
"]",
":",
"J",
" n",
" =",
"\nN",
"/",
" 2",
"\nX",
" k",
" =",
"1",
" \"",
"\nk",
" −",
" α",
"\n(cid:18)",
"\n2",
" π",
"\nN",
" (cid:19)",
"\n(",
"1",
" −",
" α",
" )",
"\n#",
"\n1",
" /",
" 2",
"\ncos",
"\n(cid:18)",
"\n2",
" πnk",
"\nN",
"\n+",
" φ",
" k",
"\n(cid:19)",
"\n,",
" (",
"2",
")",
"where",
" k",
" is",
" the",
" wave",
"-",
"vector",
" of",
" the",
" modulations",
" on",
" the",
" ran",
"-",
"\ndom",
" coupling",
" landscape",
" and",
" φ",
" k",
" are",
" N",
"/",
" 2",
" random",
" phases",
"\nuniformly",
" distributed",
" in",
" the",
" interval",
" [",
"0",
" ,",
" 2",
" π",
" ]",
".",
"The",
" ex",
"-",
"\nponent",
" α",
" is",
" directly",
" related",
" to",
" the",
" Hurst",
" exponent",
" H",
"\n(",
" α",
" =",
" 2",
" H",
" +",
" 1",
")",
" of",
" the",
" rescaled",
" range",
" analysis",
",",
" which",
" de",
"-",
"\nscribes",
" the",
" self",
"-",
"similar",
" character",
" of",
" the",
" series",
" and",
" the",
" per",
"-",
"\nsistent",
" character",
" of",
" its",
" increments",
":",
" for",
" α",
" >",
" 2",
" (",
" H",
" >",
" 1",
" /",
" 2",
")",
"\nthe",
" increments",
" are",
" persistent",
",",
" while",
" for",
" α",
" <",
" 2",
" (",
" H",
" <",
" 1",
" /",
" 2",
")",
"\nthey",
" are",
" anti",
"-",
"persistent",
".",
"In",
" the",
" case",
" of",
" α",
" =",
" 2",
" (",
" H",
" =",
" 1",
" /",
" 2",
")",
"\nthe",
" sequency",
" of",
" exchange",
" couplings",
" resembles",
" the",
" trace",
" of",
"\nthe",
" usual",
" Brownian",
" motion",
",",
" while",
" for",
" α",
" =",
" 0",
" (",
" H",
" =",
" −",
" 1",
" /",
" 2",
")",
"\none",
" recovers",
" the",
" uncorrelated",
" random",
" exchange",
" Heisen",
"-",
"\nberg",
" model",
".",
"The",
" coupling",
" distribution",
" is",
" Gaussian",
" for",
"\nα",
" =",
" 0",
" but",
" assumes",
" a",
" non",
"-",
"Gaussian",
" form",
" for",
" finite",
" α",
" once",
"\nthe",
" presence",
" of",
" long",
"-",
"range",
" correlations",
" implies",
" in",
" the",
" lack",
"\nof",
" self",
"-",
"averaging",
" and",
" the",
" breakdown",
" of",
" the",
" central",
" limit",
"\ntheorem",
".",
"In",
" order",
" to",
" avoid",
" a",
" vanishing",
" exchange",
" coupling",
"\nwe",
" shift",
" all",
" couplings",
" generated",
" by",
" Eq",
".",
" (",
"2",
")",
" such",
" to",
" have",
"\naverage",
" value",
" <",
" J",
" n",
" >",
" =",
" −",
" 4",
" .",
" 5",
" and",
" variance",
" <",
" ∆",
" J",
" n",
" >",
" =",
" 1",
".",
"Note",
" that",
",",
" in",
" such",
" case",
",",
" all",
" moments",
" of",
" the",
" resulting",
"\ndistribution",
" are",
" finite",
".",
"In",
" order",
" to",
" keep",
" the",
" variance",
"\nsize",
" independent",
",",
" the",
" normalization",
" factor",
" scales",
" with",
"\nthe",
" chain",
" size",
".",
"A",
" detailed",
" finite",
"-",
"size",
" scaling",
" analysis",
" has",
"\nshown",
" how",
" such",
" normalization",
" procedure",
" is",
" reflected",
" in",
"\nthe",
" main",
" character",
" of",
" the",
" one",
"-",
"magnon",
" excitations",
" [",
"14",
"]",
".",
"Indeed",
",",
" without",
" such",
" rescaling",
" of",
" the",
" potential",
" the",
" dis",
"-",
"\norder",
" width",
" diverges",
" for",
" any",
" α",
" 6",
" =",
" 0",
" and",
" all",
" states",
" are",
"\nexpected",
" to",
" remain",
" localized",
" [",
"18",
"]",
".",
"The",
" ground",
" state",
" of",
" the",
" system",
" contains",
" all",
" spins",
" point",
"-",
"\ning",
" in",
" the",
" same",
" direction",
".",
"If",
" a",
" spin",
" deviation",
" occurs",
" at",
" a",
"\nsite",
" n",
" ,",
" this",
" excited",
" state",
" is",
" described",
" by",
"\nφ",
" n",
" =",
" S",
" +",
" n",
" |",
" 0",
" >",
",",
"\n(",
"3",
")",
"\nwhere",
" the",
" operator",
" S",
" +",
" n",
" creates",
" a",
" spin",
" deviation",
" at",
" site",
"\nn",
" and",
" |",
" 0",
" >",
" denotes",
" the",
" ground",
" state",
".",
"The",
" eigenstates",
"\nof",
" the"
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[
"Q",
" 4",
" π",
"\n(cid:26)",
" 1",
" +",
" log",
"(",
" r",
" 2",
" /",
"r",
" 20",
" )",
" r",
" ≥",
" r",
" 0",
"\nr",
" 2",
" /",
"r",
" 20",
"\nr",
" ≤",
" r",
" 0",
" .",
"\n(",
"The",
" delta",
"-",
"function",
" of",
" lightfront",
" time",
" arises",
" directly",
" from",
" the",
" classical",
" current",
" of",
" an",
" ultraboosted",
" particle",
",",
" and",
" the",
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" fields",
" of",
" the",
" beam",
",",
"\nF",
" µν",
" =",
" δ",
" (",
" n",
" ·",
" x",
" )",
" (cid:0)",
" n",
" µ",
" ∂",
" ν",
" −",
" n",
" ν",
" ∂",
" µ",
" (cid:1)",
" Φ",
"(",
" x",
" ⊥",
" )",
" ,",
"\n(",
"1",
" An",
" exception",
" is",
" for",
" 1",
" →",
" 1",
" scattering",
" in",
" an",
" electromagnetic",
" shockwave",
",",
" which",
" has",
" been",
" shown",
" to",
" reproduce",
" the",
" standard",
" eikonal",
" amplitude",
" of",
" QED",
" [",
"24",
"]",
".",
"3",
"\nare",
" pancaked",
" into",
" a",
" disc",
",",
" moving",
" at",
" the",
" speed",
" of",
" light",
" in",
" the",
" z",
" -",
"direction",
".",
"The",
" fields",
" are",
" thus",
" localised",
" in",
" time",
" but",
" not",
"\nin",
" transverse",
" space",
",",
" where",
" they",
" fall",
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".",
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"-",
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"-",
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"-",
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" [",
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";",
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"-",
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[
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" ®",
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[
"often",
" attempted",
" to",
" reduce",
" uncertainty",
" of",
" this",
" risk",
" through",
"CSCW’22",
" Companion",
",",
" November",
" 8",
"–",
"22",
",",
" 2022",
",",
" Virtual",
" Event",
",",
" Taiwan",
"Isha",
" Datey",
",",
" Hanan",
" Aljasim",
",",
" &",
" Douglas",
" Zytko",
"assessment",
" of",
" political",
" views",
" and",
" “aggressive”",
" personality",
" as",
" inter",
"-",
"\npreted",
" through",
" messaging",
" interaction",
".",
"For",
" example",
",",
" P12",
" assessed",
"\npersonality",
" through",
" demands",
" that",
" a",
" user",
" makes",
" over",
" messaging",
",",
"\nsuch",
" as",
" for",
" physically",
" revealing",
" pictures",
":",
"“I",
" see",
" the",
" personality",
" is",
"\nlike",
" aggressive",
" [",
"when",
"]",
" some",
" of",
" the",
" statements",
" are",
" demanding",
".",
"They",
"\nask",
" for",
" certain",
" things",
" that",
" I",
" feel",
" are",
" maybe",
" like",
" inappropriate",
".",
"Those",
"\nare",
" the",
" kind",
" of",
" things",
" I",
" watch",
" for",
".",
"”",
"A",
" commonly",
" mentioned",
" non",
"-",
"physical",
" harm",
" was",
" financial",
" scams",
",",
"\nor",
" the",
" tricking",
" of",
" users",
" into",
" sending",
" money",
" to",
" a",
" perpetrator",
" under",
"\na",
" false",
" premise",
".",
"All",
" women",
" that",
" mentioned",
" this",
" harm",
" attempted",
"\nto",
" reduce",
" uncertainty",
" of",
" financial",
" scams",
" through",
" assessment",
" of",
"\nthe",
" potential",
" for",
" catfishing",
" or",
" fake",
" profile",
" content",
".",
"Beyond",
" obvious",
"\nindicators",
" like",
" “picture",
" verification”",
" badges",
" that",
" are",
" already",
" included",
"\non",
" profiles",
",",
" participants",
" mentioned",
" detection",
" of",
" profile",
" content",
" that",
"\nseemed",
" “too",
" good",
" to",
" be",
" true",
".",
"”",
"P17",
" described",
" such",
" an",
" experience",
":",
" \"",
"One",
"\nof",
" the",
" pictures",
" that",
" was",
" used",
" [",
"in",
" a",
" profile",
"]",
" was",
" of",
" a",
" man",
" holding",
" a",
"\n$",
"25",
" million",
" check",
" that",
" he",
" had",
" won",
" from",
" the",
" lottery",
".",
"And",
" I",
" thought",
",",
" oh",
",",
"\nno",
",",
" this",
" is",
" like",
" somebody",
" posing",
" as",
" someone",
" else",
" so",
" that",
" they",
" can",
" have",
"\nall",
" these",
" women",
" who",
" need",
" money",
" [",
".",
".",
".",
"]",
" send",
" them",
" their",
" bank",
" account",
"\ninformation",
".",
"”",
"Figure",
" 2",
":",
" A",
" visual",
" model",
" for",
" how",
" a",
" participant",
" reduced",
" uncer",
"-",
"\ntainty",
" around",
" risk",
" of",
" non",
"-",
"physical",
" harm",
" with",
" a",
" given",
" user",
".",
"The",
" boxes",
" in",
" the",
" bottom",
" layer",
" include",
" harms",
",",
" the",
" middle",
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" are",
" indicators",
" of",
" risk",
",",
" and",
" the",
" boxes",
" at",
" the",
" top",
" are",
" data",
"\nthat",
" inform",
" the",
" indicators",
".",
"DISCUSSION",
" AND",
" FUTURE",
" WORK",
"In",
" this",
" paper",
" we",
" presented",
" early",
" findings",
" from",
" an",
" interview",
" study",
"\nwith",
" women",
" to",
" inform",
" the",
" design",
" of",
" AI",
" that",
" augments",
" their",
" existing",
"\nstrategies",
" for",
" reducing",
" uncertainty",
" about",
" risk",
" of",
" harm",
" in",
" online",
"\ndating",
".",
"The",
" variability",
" and",
" subjectivity",
" in",
" how",
" women",
" assess",
" risk",
"\nas",
" discovered",
" through",
" the",
" study",
" would",
" suggest",
" that",
" a",
" singular",
" risk",
"\nawareness",
" AI",
" model",
" is",
" impractical",
",",
" nor",
" would",
" one",
" be",
" encouraged",
"\nthrough",
" a",
" pluralist",
" lens",
" from",
" feminist",
" HCI",
" [",
"3",
"]",
".",
"Risk",
" awareness",
"\nAI",
" should",
" instead",
" allow",
" users",
" to",
" train",
" their",
" personal",
" model",
" to",
" re",
"-",
"\nflect",
" their",
" subjectively",
" valued",
" indicators",
" of",
" risk",
".",
"Towards",
" support",
"-",
"\ning",
" women",
" in",
" producing",
" personalized",
" models",
" for",
" risk",
" assessment",
"\nour",
" ongoing",
" research",
" involves",
" participatory",
" model",
" building",
" with",
"\nwomen",
" and",
" data",
" donation",
" to",
" allow",
" them",
" to",
" demonstrate",
" content",
"\nthat",
" indicates",
" risk",
".",
"REFERENCES",
"\n[",
"1",
"]",
" National",
" Crime",
" Agency",
".",
" 2016",
".",
" Emerging",
" new",
" threat",
" in",
" online",
" dating",
":",
" Initial",
" trends",
" in",
" internet",
" dating",
"-",
"initiated",
" serious",
" sexual",
" assaults",
".",
"\n[",
"2",
"]",
" Monica",
" Anderson",
",",
" Emily",
" A"
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[
"as",
" the",
"\nprojection",
" of",
" mass",
")",
" since",
" the",
" piecewise",
"-",
"linear",
" mesh",
" kernel",
" functions",
" that",
" Vshivkov",
" assumes",
" in",
" his",
"\nanalysis",
" are",
" the",
" same",
" as",
" the",
" grid",
" basis",
" functions",
" used",
" in",
" standard",
" MPM",
".",
"His",
" result",
" states",
" that",
" the",
"\nerror",
" is",
" bounded",
" by",
"\n(cid:7)",
" k",
" (cid:1)",
"\n(cid:2)",
"\n3",
" (cid:2)",
" 2av",
"\n2",
" (cid:2)",
" min",
" +",
" h",
"\n(cid:2)",
" 2av",
" (cid:2)",
" max",
"\n6",
" (cid:2)",
" 3min",
"\n(cid:18)(cid:18)(cid:18)(cid:18)",
" (cid:1)",
" (cid:2)",
"\n(cid:1)",
" x",
"\n(cid:18)(cid:18)(cid:18)(cid:18)",
"\nmax",
"\n(cid:3)",
"\n1",
"\nN",
" 2",
" +",
"\nh",
" 2",
"\n12",
"\n(cid:18)(cid:18)(cid:18)(cid:18)(cid:18)",
" (cid:1)",
" 2",
" (cid:2)",
"\n(cid:1)",
" x",
" 2",
"\n(cid:18)(cid:18)(cid:18)(cid:18)(cid:18)",
"\nmax",
"\n(",
"32",
")",
"\nwhere",
" N",
" is",
" the",
" average",
" number",
" of",
" particles",
" in",
" a",
" cell",
".",
"The",
" first",
" term",
" on",
" the",
" right",
"-",
"hand",
" side",
" relates",
"\nto",
" the",
" ‘quadrature’",
" error",
" as",
" a",
" consequence",
" of",
" number",
" of",
" particles",
" and",
" grid",
" spacing",
",",
" and",
" the",
" second",
"\nterm",
" relates",
" to",
" the",
" ‘approximation’",
" error",
" as",
" a",
" consequence",
" of",
" grid",
" spacing",
" (",
"and",
" tacitly",
" the",
" choice",
"\nof",
" basis",
" functions",
")",
".",
"These",
" results",
" for",
" PIC",
" demonstrate",
" the",
" interplay",
" between",
" approximation",
" error",
" (",
"based",
" on",
" the",
"\nchoice",
" of",
" the",
" basis",
" functions",
")",
" and",
" the",
" quadrature",
" error—results",
" that",
" are",
" consistent",
" with",
" and",
" indeed",
"\nmotivated",
" this",
" study",
".",
"6",
".",
" RESULTS",
"In",
" this",
" section",
" we",
" now",
" attempt",
" to",
" use",
" the",
" perspective",
" provided",
" in",
" Section",
" 4",
" and",
" analysis",
" provided",
"\nin",
" Section",
" 5",
" to",
" explain",
" the",
" common",
" test",
" cases",
" presented",
" in",
" the",
" MPM",
" literature",
".",
"6",
".",
"1",
".",
" Uniformly",
" stressed",
" body",
"We",
" first",
" begin",
" by",
" revisiting",
" the",
" uniformly",
" stressed",
" example",
" mentioned",
" in",
" the",
" previous",
" section",
".",
"First",
",",
" we",
" must",
" present",
" a",
" algorithmic",
" way",
" of",
" setting",
" up",
" the",
" problem",
".",
"Consider",
" the",
" diagram",
" given",
"\nin",
" Figure",
" 8",
".",
"To",
" describe",
" any",
" arrangement",
" of",
" uniformly",
" spaced",
" particles",
" surrounding",
" a",
" grid",
" cell",
",",
"\nwe",
" start",
" by",
" selecting",
" a",
" particle",
" spacing",
" (cid:2)",
" x",
" less",
" than",
" the",
" cell",
" width",
" h",
" ,",
" with",
" b",
" =",
" (cid:2)",
" x",
" /",
" h",
" .",
"Here",
",",
" b",
" is",
"\na",
" fractional",
" measure",
" of",
" the",
" inverse",
" of",
" the",
" number",
" of",
" PPC",
".",
"Next",
",",
" place",
" a",
" particle",
" at",
" a",
" location",
" of",
" (cid:8)",
" ∈",
"[",
"\n0",
" ,",
" (cid:2)",
" x",
" ]",
" .",
"Define",
" a",
" =",
" (cid:8)",
" /",
" (cid:2)",
" x",
" (",
"a",
" percentage",
" shift",
")",
".",
"Next",
",",
" fill",
" the",
" region",
" [",
"−",
" 2",
" h",
" ,",
" 2",
" h",
" ]",
" with",
" particles",
",",
"\nmaintaining",
" the",
" particle",
" spacing",
" (cid:2)",
" x",
" .",
"Let",
" the",
" grid",
" span",
" the",
" region",
" [",
"−",
" 2",
" h",
" ,",
" 2",
" h",
" ]",
" with",
" five",
" grid",
" nodes",
";",
"\nthus",
",",
" the",
" grid",
" locations",
" will",
" be",
" x",
" i",
" =",
"−",
" 2",
" h",
" ,",
" −",
" h",
" ,",
" 0",
" ,",
" h",
" ,",
" 2",
" h",
" .",
"Now",
",",
" give",
" all",
" the",
" particles’",
" constant",
" stress",
",",
"\n(cid:3)",
" p",
" =",
" (cid:3)",
" ,",
" and",
" volume",
" V",
" p",
" =",
" (cid:2)",
" x",
" .",
"We",
" will",
" consider",
" the",
" calculation",
" of",
" f",
" int",
" i",
"\non",
" grid",
" node",
" i",
" =",
" 2",
" (",
"the",
" center",
"\nnode",
")",
".",
"Since",
" stress",
" and",
" volume",
" are",
" constant",
",",
" we",
" would",
" expect",
" f",
" int2",
" to",
" be",
" equal",
" to",
" 0",
".",
"Copyright",
" q",
"\n2008",
" John",
" Wiley",
" &",
" Sons",
",",
" Ltd",
".",
"\nInt",
".",
" J",
".",
" Numer",
".",
" Meth",
".",
" Engng",
" 2008",
";",
" 76",
" :",
"922",
"–",
"948"
] | [
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"2",
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" 15",
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".",
" 21",
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" 20",
" |",
" DOI",
":",
"10",
".",
"1364",
"/",
"OE",
".",
"21",
".",
"023822",
" |",
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"and",
" β",
" gives",
" the",
" symplectic",
" form",
" on",
" the",
" leaves",
" of",
" this",
" foliation",
".",
"In",
" our",
" case",
",",
" the",
" integrality",
"\nof",
" α",
" m",
" gives",
" a",
" map",
" φ",
" :",
" Z",
" −→",
" S",
" 1",
" whose",
" fibers",
" define",
" the",
" symplectic",
" foliation",
" showing",
" that",
"\nthis",
" foliation",
" has",
" compact",
" leaves",
" and",
" is",
" a",
" mapping",
" torus",
".",
"Now",
" let",
" us",
" assume",
" a",
" torus",
" T",
" d",
" acts",
" effectively",
" on",
" M",
" preserving",
" Z",
",",
" f",
" and",
" ω",
" ,",
" and",
" further",
"-",
"\nmore",
" that",
" this",
" action",
" is",
" Hamiltonian",
" in",
" the",
" sense",
" of",
" [",
"GMW3",
"]",
";",
" that",
" is",
",",
" there",
" exists",
" a",
" moment",
"\nmap",
" µ",
" ∈",
" b",
" m",
" C",
" ∞",
" (",
" M",
" )",
" ⊗",
" t",
" with",
"\nh",
" dµ",
",",
" ξ",
" i",
" =",
" i",
" ξ",
" M",
" ω",
"\nfor",
" any",
" ξ",
" ∈",
" t",
" and",
" where",
" ξ",
" M",
" stands",
" for",
" the",
" fundamental",
" vector",
" field",
" generated",
" by",
" ξ",
" ;",
"where",
"\nb",
" m",
" C",
" ∞",
" (",
" M",
" )",
" =",
" f",
" −",
" (",
" m",
" −",
" 1",
")",
" C",
" ∞",
" (",
" M",
" )",
" +",
" b",
" C",
" ∞",
" (",
" M",
" )",
"and",
"\nb",
" C",
" ∞",
" (",
" M",
" )",
" =",
" {",
" g",
" log",
" |",
" f",
" |",
" +",
" h",
",",
" g",
",",
" h",
" ∈",
" C",
" ∞",
" (",
" M",
" )",
" }",
" .",
"As",
" in",
" [",
"GMW3",
"]",
",",
" the",
" action",
" gives",
" rise",
" to",
" a",
" series",
" of",
" modular",
" weights",
" a",
" 1",
" ,",
" .",
" .",
" .",
" ,",
" a",
" m",
" ∈",
" t",
" ∗",
" in",
"\neach",
" connected",
" component",
" of",
" Z",
" given",
" by",
"\na",
" j",
" (",
" ξ",
" )",
" =",
" α",
" j",
" (",
" ξ",
" M",
" )",
";",
"in",
" [",
"GMW3",
"]",
" we",
" show",
" these",
" are",
" constants",
".",
"We",
" now",
" assume",
"Assumption",
":",
" a",
" m",
" is",
" nonzero",
".",
"As",
" in",
" [",
"GMW3",
"]",
" it",
" is",
" sufficient",
" to",
" assume",
" a",
" m",
" is",
" nonzero",
" for",
" one",
" connected",
" component",
" of",
"\nZ",
" .",
"Let",
" t",
" L",
" =",
" (",
" a",
" m",
" )",
" 0",
" ⊂",
" t",
" be",
" the",
" annihilator",
" of",
" the",
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" a",
" m",
" of",
" T",
" and",
" let",
" T",
" L",
" be",
" the",
" torus",
"\ngenerated",
" by",
" t",
" L",
" .",
" This",
" is",
" a",
" one",
" codimensional",
" subtorus",
" of",
" T",
".",
"Then",
" the",
" main",
" technical",
" result",
" of",
" [",
"GMW3",
"]",
" is",
" the",
" following",
" local",
" convexity",
" theorem",
":",
"Theorem",
" 2",
".",
"4",
" (",
" Guillemin",
"-",
"Miranda",
"-",
"Weitsman",
" )",
" .",
" There",
" exists",
" a",
" neighborhood",
" U",
" =",
" Z",
" ×",
" (",
" −",
" ǫ",
",",
" ǫ",
" )",
"\nwhere",
" the",
" moment",
" map",
" µ",
" :",
" M",
" −",
" Z",
" −→",
" t",
" ∗",
" is",
" given",
" by",
"4",
"\nVICTOR",
" W",
".",
" GUILLEMIN",
",",
" EVA",
" MIRANDA",
",",
" AND",
" JONATHAN",
" WEITSMAN",
"\nµ",
" =",
"m",
" −",
" 1",
"\nX",
" i",
" =",
"1",
"\n1",
"\ng",
" i",
" a",
" i",
" +",
"1",
" +",
" log",
" |",
" g",
" |",
" a",
" 1",
" +",
" µ",
" L",
"\nwhere",
" g",
" is",
" a",
" function",
" agreeing",
" with",
" f",
" to",
" order",
" m",
" ,",
" a",
" i",
" ∈",
" t",
" 0",
" L",
" ,",
" and",
" µ",
" L",
" is",
" the",
" moment",
" map",
" for",
" the",
"\nT",
" L",
" -",
"action",
" on",
" the",
" symplectic",
" leaves",
" of",
" the",
" foliation",
".",
"3",
".",
" F",
" ORMAL",
" G",
" EOMETRIC",
" Q",
" UANTIZATION",
"We",
" wish",
" to",
" define",
" geometric",
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" for",
" b",
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" -",
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" manifolds",
",",
" by",
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"\nsome",
" form",
" of",
" geometric",
" quantization",
" in",
" the",
" symplectic",
" case",
".",
" Ideally",
" this",
" would",
" involve",
"\nconstructing",
" a",
" Fredholm",
" operator"
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[
"E",
".",
" In",
" another",
" study",
",",
" [",
"3",
"]",
" used",
" available",
" maps",
",",
" aerial",
" photographs",
",",
" and",
" satellite",
" images",
" for",
" the",
"\nperiod",
" (",
"1950",
" –",
" 2003",
")",
" to",
" study",
" city",
" of",
" Muscat",
" in",
" the",
" Sultanate",
" of",
" Oman",
".",
"The",
" results",
" of",
" the",
" study",
" showed",
" that",
" the",
"\n1970",
"-",
"2003",
",",
" accumulated",
" by",
" the",
" region",
" has",
" grown",
" 650",
"%",
",",
" or",
" an",
" annual",
" growth",
" rate",
" of",
" 20",
"%",
".",
"Findings",
" revealed",
"\nthat",
" although",
" the",
" built",
"-",
"up",
" by",
" nine",
" times",
" and",
" population",
" increased",
" seven",
" times",
" its",
" original",
" size",
",",
" a",
" large",
" amount",
" of",
"\nfarmland",
" was",
" constructed",
" land",
".",
"According",
" to",
" [",
"4",
"]",
" growth",
" occurs",
" when",
" the",
" amount",
" of",
" construction",
" in",
" urban",
" areas",
"\nin",
" excess",
" of",
" population",
" growth",
" rates",
".",
"Therefore",
",",
" studies",
" [",
"19",
"]",
",",
" [",
"20",
"]",
",",
" [",
"16",
"]",
" to",
" provide",
" concrete",
" examples",
" of",
" the",
" land",
"\ngrowth",
".",
"From",
" all",
" previous",
" studies",
" there",
" are",
" many",
" techniques",
" have",
" been",
" used",
" for",
" detection",
" of",
" urban",
" sprawl",
" some",
"\nof",
" these",
" studies",
" used",
" classification",
" approaches",
" and",
" other",
" used",
" statistical",
" models",
".",
"In",
" this",
" paper",
" we",
" try",
" to",
" identify",
"\nthe",
" patterns",
" of",
" urban",
" growth",
" in",
" south",
" of",
" Johor",
" using",
" Maximum",
" likelihood",
" classification",
" with",
" using",
" the",
" Landsat",
"\nTM",
" and",
" 7",
" ETM",
"+",
" images",
".",
"III",
".",
"MATERIALS",
" AND",
" MATHODS",
"3",
".",
"1",
".",
" STUDY",
" AREA",
"Johor",
" is",
" a",
" Malaysian",
" state",
",",
" located",
" in",
" the",
" southern",
" portion",
" of",
" West",
" Malaysia",
".",
"Johor",
" is",
" one",
" of",
" the",
" higheat",
"\ndeveloped",
" states",
" in",
" Peninsular",
" Malaysia",
".",
"The",
" state",
" royal",
" city",
" and",
" capital",
" city",
" of",
" Johor",
" is",
" Johor",
" Bahru",
",",
" formerly",
"\nknown",
" as",
" Tanjung",
" Puteri",
" (",
"Malay",
" for",
" Princess",
"'",
"s",
" Cape",
")",
".",
"The",
" old",
" state",
" capital",
" is",
" Johor",
" Lama",
".",
"Johor",
" boundaries",
" are",
"\nsurrounded",
" by",
" Pahang",
" from",
" the",
" north",
",",
" Malacca",
" and",
" Negeri",
" Sembilan",
" from",
" Northwest",
" and",
" the",
" straits",
" of",
" Johor",
"\nseparates",
" Johor",
" and",
" the",
" Republic",
" of",
" Singapore",
" in",
" the",
" south",
".",
"Johor",
" is",
" also",
" known",
" by",
" its",
" Arabic",
" honorific",
",",
" Darul",
"\nTa",
"'",
"zim",
",",
" or",
" \"",
"Abode",
" of",
" Dignity",
"\"",
",",
" and",
" as",
" Johore",
" in",
" English",
".",
"Geography",
" Districts",
" of",
" Johor",
" is",
" the",
" 5th",
" largest",
" state",
" by",
"\nland",
" area",
" and",
" 3rd",
" most",
" populated",
" state",
" in",
" Malaysia",
",",
" with",
" a",
" total",
" land",
" area",
" of",
" 19",
",",
"210",
" km",
" 2",
" (",
"7",
",",
"420",
" sq",
".",
" Mi",
")",
" and",
" a",
"\npopulation",
" about",
" 3",
",",
"233",
",",
"434",
" as",
" of",
" 2010",
" based",
" on",
" the",
" census",
" of",
" 2000",
" and",
" 2",
".",
"75",
" million",
" was",
" the",
" population",
" of",
" Johor",
"\nwith",
" 54",
"%",
" Malays",
",",
" 35",
"%",
" Chinese",
",",
" 7",
"%",
" Indians",
" and",
" 4",
"%",
" others",
".",
"It",
" is",
" the",
" most",
" southern",
" state",
" in",
" Peninsular",
" Malaysia",
",",
"\nand",
" is",
" located",
" between",
" the",
" 1°20",
"\"",
"N",
" and",
" 2°35",
"\"",
"N",
" latitudes",
".",
"Gunung",
" Ledang",
" is",
" known",
" as",
" the",
" highest",
" point",
" in",
" Johor",
"\n(",
"1276",
" m",
")",
" over",
" mean",
" sea",
" level",
".",
"Gunung",
" Ledang",
" is",
" also",
" known",
" as",
" Mount",
" Ophir",
".",
"Johor",
" also",
" has",
" 400",
" km",
" shoreline",
"\nin",
" the",
" both",
" of",
" east",
" and",
" the",
" eest",
" coast",
".",
"It",
" has",
" 8",
" large",
" islands",
" with",
" numerous",
" smaller",
" ones",
",",
" namely",
" Pulau",
" Besar"
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[
"MRI",
" was",
" introduced",
",",
" there",
"JOSS",
"SPINE",
" IMAGE",
"1",
" Senior",
" Consultant",
" and",
" Head",
",",
" 2",
" Registrar",
"1",
",",
"2",
" Department",
" of",
" neurosurgery",
",",
" Kovai",
" Medical",
" Center",
" and",
"\nHospital",
",",
" Coimbatore",
",",
" Tamil",
" nadu",
",",
" India",
"Corresponding",
" Author",
":",
" JKBC",
" Parthiban",
",",
" Senior",
" Consultant",
"\nand",
" Head",
",",
" Department",
" of",
" neurosurgery",
",",
" Kovai",
" Medical",
" Center",
"\nand",
" Hospital",
",",
" Post",
" Box",
" no",
".",
" 3209",
",",
" avinashi",
" Road",
",",
" Coimbatore",
":",
"\n641014",
",",
" Tamil",
" nadu",
",",
" India",
",",
" Phone",
":",
" 09842223500",
",",
" e",
"-",
"mail",
":",
"\njuttyparthiban",
"@",
"gmail",
".",
"com",
"10",
".",
"5005",
"/",
"jp",
"-",
"journals",
"-",
"10039",
"-",
"1033",
"has",
" been",
" significant",
" imp",
" rovement",
" in",
" understanding",
" the",
"\nanatomy",
" and",
" pathology",
" of",
" spine",
".",
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" tissues",
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" like",
"\nligaments",
",",
" disk",
" and",
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" tomography",
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] |
[
"The",
" reason",
" is",
" that",
" conductivities",
"\nof",
" non",
"-",
"interacting",
" systems",
" are",
" usually",
" infinite",
" even",
" at",
" fi",
"-",
"\nnite",
" temperature",
",",
" implying",
" that",
" even",
" to",
" lowest",
" order",
" in",
"\nperturbation",
" theory",
" an",
" infinite",
" resummation",
" of",
" a",
" per",
"-",
"\nturbative",
" series",
" is",
" mandatory",
".",
"To",
" lowest",
" order",
" this",
" im",
"-",
"\nplies",
" that",
" one",
" usually",
" has",
" to",
" solve",
" an",
" integral",
" equation",
",",
"\noften",
" written",
" in",
" terms",
" of",
" (",
"quantum",
"-",
")",
" Boltzmann",
" equa",
"-",
"\ntions",
" or",
" –",
" within",
" the",
" Kubo",
" formalism",
" –",
" in",
" terms",
" of",
" vertex",
"\nequations",
".",
"The",
" situation",
" becomes",
" even",
" more",
" difficult",
" if",
"\nthe",
" interactions",
" are",
" so",
" strong",
" that",
" an",
" expansion",
" around",
"\na",
" non",
"-",
"interacting",
" system",
" is",
" not",
" possible",
".",
"Also",
" numeri",
"-",
"\ncally",
",",
" the",
" calculation",
" of",
" zero",
"-",
"frequency",
" conductivities",
" of",
"\nstrongly",
" interacting",
" clean",
" systems",
" is",
" a",
" serious",
" challenge",
"\nand",
" even",
" for",
" one",
"-",
"dimensional",
" systems",
" reliable",
" calcula",
"-",
"\ntions",
" are",
" available",
" for",
" high",
" temperatures",
" only",
" 1",
",",
"2",
",",
"3",
",",
"4",
",",
"5",
",",
"6",
" .",
"Variational",
" estimates",
",",
" e",
".",
"g",
".",
" for",
" the",
" ground",
" state",
" energy",
",",
"\nare",
" powerful",
" theoretical",
" techniques",
" to",
" obtain",
" rigorous",
"\nbounds",
" on",
" physical",
" quantities",
".",
"They",
" can",
" be",
" used",
" to",
"\nguide",
" approximation",
" schemes",
" to",
" obtain",
" simple",
" analytic",
"\nestimates",
" and",
" are",
" sometimes",
" the",
" basis",
" of",
" sophisticated",
"\nnumerical",
" methods",
" like",
" the",
" density",
" matrix",
" renormaliza",
"-",
"\ntion",
" group",
" 7",
" .",
"Taking",
" into",
" account",
" both",
" the",
" importance",
" of",
" transport",
"\nquantities",
" and",
" the",
" difficulties",
" involved",
" in",
" their",
" calculation",
"\nit",
" would",
" be",
" very",
" useful",
" to",
" have",
" general",
" variational",
" bounds",
"\nfor",
" transport",
" coefficients",
".",
"A",
" well",
" known",
" example",
" where",
" a",
" bound",
" for",
" transport",
"\nquantities",
" has",
" been",
" derived",
" is",
" the",
" variational",
" solution",
"\nof",
" the",
" Boltzmann",
" equation",
",",
" discussed",
" extensively",
" by",
"\nZiman",
" 8",
" .",
"The",
" linearized",
" Boltzmann",
" equation",
" in",
" the",
" pres",
"-",
"\nence",
" of",
" a",
" static",
" electric",
" field",
" can",
" be",
" written",
" in",
" the",
" form",
"\ne",
" Ev",
" k",
" df",
" 0",
"\ndǫ",
" k",
" =",
"\nX",
" k",
" ′",
"\nW",
" k",
" ,",
" k",
" ′",
" Φ",
" k",
" ′",
"\n(",
"1",
")",
"\nwhere",
" W",
" k",
" ,",
" k",
" ′",
" is",
" the",
" integral",
" kernel",
" describing",
" the",
" scatter",
"-",
"\ning",
" of",
" quasiparticles",
" and",
" we",
" have",
" linearized",
" the",
" Boltz",
"-",
"\nmann",
" equation",
" around",
" the",
" Fermi",
" (",
"or",
" Bose",
")",
" distribution",
"\nf",
" 0",
" k",
" =",
" f",
" 0",
" (",
" ǫ",
" k",
" )",
" using",
" f",
" k",
" =",
" f",
" 0",
" k",
" −",
" df",
" 0",
" dǫ",
" k",
" Φ",
" k",
" .",
"Therefore",
",",
" the",
"\ncurrent",
" is",
" given",
" by",
" I",
" =",
" −",
" e",
"\nP",
"\nk",
" v",
" k",
" df",
" 0",
" dǫ",
" k",
" Φ",
" k",
" and",
" the",
" dc",
" con",
"-",
"\nductivity",
" is",
" determined",
" from",
" the",
" inverse",
" of",
" the",
" scattering",
"\nmatrix",
" W",
" using",
" σ",
" =",
" −",
" e",
" 2",
"\nP",
"\nkk",
" ′",
" df",
" 0",
" dǫ",
" k",
" v",
" i",
" k",
" W",
" −",
" 1",
" k",
" ,",
" k",
" ′",
" v",
" i",
" k",
" ′",
" df",
" 0",
" dǫ",
" k",
" ′",
" .",
"It",
" is",
"\neasy",
" to",
" see",
" that",
" this",
" result",
" can",
" be",
" obtained",
" by",
" maximiz",
"-",
"\ning",
" a",
" functional",
" 8",
",",
"9",
",",
"10",
",",
"11",
" F",
" [",
"Φ",
"]",
" with",
"\nσ",
" =",
" e",
" 2",
" max",
" Φ",
" F",
" [",
"Φ",
"]",
" ≥",
" e",
" 2",
" max",
" a",
" i",
" F",
" \"",
"\nX",
" i",
"\na",
" i",
" φ",
" i",
" #"
] | [
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
"I-SENTENCE",
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"I-SENTENCE",
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"I-SENTENCE",
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[
"the",
" shareholders",
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" the",
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" The",
" same",
" definition",
" given",
" by",
" Malik",
" and",
" Ali",
"\n(",
"2013",
")",
".",
"Mathematically",
" the",
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" by",
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" by",
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"'",
"s",
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" as",
" stated",
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",",
"but",
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" by",
" Wang",
",",
"Fu",
" and",
" Luo",
" (",
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" return",
" on",
" equity",
" calculated",
" by",
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" divided",
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" net",
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" .",
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" to",
" have",
" positive",
" and",
" significant",
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"\nwith",
" share",
" price",
" of",
" commercial",
" banks",
" listed",
" in",
" Colombo",
" stock",
" exchange",
" (",
"CSE",
" )",
" in",
" Sri",
"-",
"Lanka",
" from",
" 2006",
" to",
" 2009",
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" by",
" Perera",
" and",
" Thrikawala",
" (",
"2010",
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" on",
" the",
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" price",
" commercial",
" banks",
" listed",
" in",
" CSE",
" from",
" 2006",
"\nto",
" 2009",
".",
"In",
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" accounting",
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"\nearnings",
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" earning",
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" and",
" reported",
" to",
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" and",
" significant",
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" in",
" CSE",
".",
"On",
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" Vijitha",
" and",
" Nimalathasan",
" (",
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" examine",
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" of",
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" book",
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" earnings",
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" ratio",
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" to",
" have",
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"\nand",
" negative",
" relationship",
" with",
" share",
" price",
".",
"A",
" sample",
" of",
" 129",
" companies",
" selected",
" from",
" 6",
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" sectors",
" listed",
" in",
" CSE",
" used",
" by",
" Pathirawasam",
",",
" C",
".",
" (",
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" as",
" a",
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" and",
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" and",
" Ali",
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"2013",
")",
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" on",
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" to",
" have",
"Research",
" Journal",
" of",
" Finance",
" and",
" Accounting",
"\nwww",
".",
"iiste",
".",
"org",
"\nISSN",
" 2222",
"-",
"1697",
" (",
"Paper",
")",
" ISSN",
" 2222",
"-",
"2847",
" (",
"Online",
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"\nVol",
".",
"6",
",",
" No",
".",
"8",
",",
" 2015",
"\n226",
"\npositive",
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".",
"\n•",
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"As",
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"They",
" also",
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"wherein",
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" belong",
" to",
" multiple",
" communities",
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" such",
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" deep",
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" approaches",
" [",
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"While",
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"\nods",
" always",
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" the",
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" structure",
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"-",
"\nmunities",
",",
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".",
" Hou",
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" of",
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" and",
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" (",
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" Science",
" and",
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" Jinhua",
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" E",
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"\n•",
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"Y",
".",
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" (",
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" and",
" Engineering",
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",",
" Yonsei",
" University",
",",
" Seoul",
" 03722",
",",
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" of",
" Korea",
",",
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" the",
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",",
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" of",
" Science",
" and",
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" (",
"POSTECH",
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",",
" Pohang",
"\n37673",
",",
" Republic",
" of",
" Korea",
".",
" E",
"-",
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":",
" wy",
".",
"shin",
"@",
"yonsei",
".",
"ac",
".",
"kr",
"\n(",
"Corresponding",
" author",
":",
" Won",
"-",
"Yong",
" Shin",
".",
")",
"in",
" various",
" domains",
" of",
" real",
"-",
"world",
" network",
" applications",
" [",
"9",
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".",
"Thus",
",",
" downstream",
" machine",
" learning",
" (",
"ML",
")",
" tasks",
" on",
" graphs",
",",
"\nincluding",
" community",
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",",
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" structure",
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".",
"Although",
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"\nadditional",
" efforts",
" into",
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"\nprior",
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"\n[",
"11",
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",",
" such",
" as",
" outdated",
" friendships",
",",
" which",
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[
"of",
" evapotranspiration",
" in",
" the",
" DRAINMOD",
"\ndid",
" not",
" affect",
" the",
" quality",
" of",
" simulated",
" tile",
" outflows",
".",
"This",
"\nSubsurface",
" Drainage",
" Water",
" Quality",
"\n77",
"Fig",
".",
" 8",
".",
" Predicted",
" versus",
" observed",
" daily",
" nitrate",
"-",
"nitrogen",
" con",
"-",
"\ncentration",
" in",
" tile",
" effluent",
" from",
" conventionally",
" tilled",
" plots",
"\nusing",
" FBP",
" neural",
" network",
".",
"Fig",
".",
" 9",
".",
" Predicted",
" versus",
" observed",
" daily",
" nitrate",
"-",
"nitrogen",
" con",
"-",
"\ncentration",
" in",
" tile",
" effluent",
" from",
" conventionally",
" tilled",
" plots",
"\nusing",
" RBF",
" neural",
" network",
".",
"TABLE",
" 1",
".",
" Comparison",
" of",
" performance",
" of",
" ANN",
" models",
" on",
" daily",
" basis",
"\nCorrelation",
"\nUnsorted",
" prediction",
"\nSorted",
" prediction",
"\ncoefficient",
",",
" r",
"\nefficiency",
",",
" E",
" ns",
"\nefficiency",
",",
" E",
" s",
"\nANN",
"\nDrain",
"\nNO",
" 3",
"-",
" –",
"N",
"\nDrain",
"\nNO",
" 3",
"-",
" –",
"N",
"\nDrain",
"\nNO",
" 3",
"-",
" –",
"N",
"\nTreatment",
"\nmodel",
"\noutflow",
"\nconc",
".",
"\noutflow",
"\nconc",
".",
"\noutflow",
"\nconc",
".",
"\nConventional",
" tillage",
"\nFBP",
"\n0",
".",
"5765",
"\n0",
".",
"6653",
"\n0",
".",
"3226",
"\n0",
".",
"2937",
"\n0",
".",
"6394",
"\n0",
".",
"6032",
"\nRBF",
"\n0",
".",
"8939",
"\n0",
".",
"7937",
"\n0",
".",
"7804",
"\n0",
".",
"6031",
"\n0",
".",
"9477",
"\n0",
".",
"9085",
"\nNo",
" tillage",
"\nFBP",
"\n0",
".",
"4684",
"\n0",
".",
"6491",
"\n0",
".",
"2065",
"\n0",
".",
"4003",
"\n0",
".",
"7246",
"\n0",
".",
"6408",
" RBF",
"\n0",
".",
"7700",
"\n0",
".",
"6250",
"\n0",
".",
"2401",
"\n0",
".",
"3278",
"\n0",
".",
"8307",
"\n0",
".",
"8936",
"could",
" be",
" due",
" to",
" the",
" one",
"-",
"hour",
" rainfall",
" time",
" step",
" used",
" as",
"\nan",
" input",
" to",
" the",
" model",
" and",
" that",
" the",
" comparison",
" of",
" tile",
"\noutflow",
" volume",
" was",
" done",
" on",
" a",
" daily",
" basis",
".",
"Figure",
" 13",
" shows",
" the",
" precipitation",
" pattern",
" and",
" com",
"-",
"\nparison",
" of",
" observed",
" and",
" simulated",
" tile",
" outflows",
" during",
"\nthe",
" month",
" of",
" April",
".",
"These",
" data",
" indicate",
" that",
" the",
" model",
"\ngenerally",
" underpredicted",
" tile",
" outflows",
" and",
" distributed",
"\ntile",
" outflows",
" over",
" a",
" longer",
" period",
" than",
" the",
" observed",
" flow",
"\nevents",
".",
"In",
" trying",
" to",
" match",
" the",
" simulated",
" peak",
" outflows",
"\nto",
" the",
" observed",
",",
" the",
" input",
" parameters",
" were",
" adjusted",
" to",
"\ntheir",
" extreme",
" and",
" this",
" may",
" be",
" the",
" cause",
" of",
" the",
" distribu",
"-",
"\ntion",
" of",
" tile",
" outflows",
" over",
" a",
" longer",
" period",
" than",
" the",
" tile",
"\noutflow",
" event",
".",
"Generally",
",",
" the",
" flow",
" event",
" follows",
" the",
"\nrainfall",
" event",
" though",
" there",
" is",
" some",
" lag",
" time",
".",
"The",
" model",
"\nunderpredicted",
" at",
" the",
" beginning",
" of",
" the",
" month",
" of",
" April",
",",
"\nwhile",
" the",
" trend",
" reversed",
" at",
" the",
" end",
" of",
" the",
" month",
".",
"A",
" comparison",
" of",
" observed",
" and",
" predicted",
" atrazine",
"\nconcentrations",
" by",
" the",
" integrated",
" model",
" is",
" presented",
" in",
"\nFig",
".",
" 14",
".",
"These",
" results",
" show",
" that",
" the",
" model",
" is",
" underpre",
"-",
"\ndicting",
" atrazine",
" concentrations",
".",
"As",
" Thooko",
" (",
"1990",
")",
" indi",
"-",
"\ncated",
",",
" it",
" was",
" due",
" to",
" keeping",
" the",
" values",
" of",
" K",
" oc",
" and",
" the",
"\nhalf",
"-",
"life",
" of",
" atrazine",
" constant",
" for",
" the",
" entire",
" soil",
" profile",
"\nand",
" ignoring",
" the",
" effect",
" of",
" climate",
" factors",
" on",
" K",
" oc",
" and",
"\nhalf",
"-",
"life",
" of",
" atrazine",
".",
"Regions",
" such",
" as",
" eastern",
" Ontario",
"\nexhibit",
" large",
" temporal",
" variability",
" of",
" temperature",
".",
"Mod",
"-",
"\nels",
" used",
" under",
" such",
" variable",
" climatic",
" conditions",
" must",
"\ninclude",
" temporal",
" variability",
" in",
" decay",
" coefficients",
" that",
"\nwere",
" not",
" included",
" in",
" this",
" evaluation",
" exercise",
" as",
" the",
" val",
"-",
"\nues",
" of",
" K",
" oc",
" and",
" half"
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[
"ARTICLE",
" IN",
" PRESS",
"Fig",
".",
" 2",
".",
" The",
" dependence",
" of",
" the",
" disease",
"-",
"free",
"/",
"endemic",
" bifurcation",
" on",
" r",
" (",
"top",
" row",
")",
" and",
" a",
" (",
"bottom",
" row",
")",
" for",
" fixed",
" values",
":",
" column",
" (",
"a",
")",
",",
" m",
" ¼",
" 0",
" ;",
" 10",
" ;",
" 25",
" ;",
" 50",
" ;",
" 100",
" in",
" the",
" SIR",
" pair",
" approximation",
" (",
" o",
" ¼",
" 0",
",",
" fixed",
")",
";",
" column",
" (",
"b",
")",
" o",
" ¼",
" 0",
" ;",
" 10",
" ;",
" 30",
" ;",
" 100",
" ;",
" 10",
" 3",
" ;",
" 10",
" 4",
" in",
" the",
" SIRS",
" pair",
" approximation",
" (",
" m",
" ¼",
" 50",
",",
" fixed",
";",
" dashed",
" curve",
",",
" o",
" ¼",
" 0",
")",
";",
" and",
",",
"column",
" (",
"c",
")",
" g",
" ¼",
" 0",
" ;",
" 10",
" ;",
" 25",
" ;",
" 50",
" ;",
" 100",
" in",
" the",
" SIS",
" pair",
" approximation",
".",
"The",
" arrows",
" indicate",
" the",
" direction",
" of",
" increasing",
" m",
" in",
" columns",
" (",
"a",
")",
" and",
" (",
"c",
")",
",",
" and",
" increasing",
" o",
" in",
" column",
" (",
"b",
")",
".",
"The",
" other",
" parameters",
" are",
" a",
" ¼",
" 1",
" ;",
" d",
" ¼",
" 1",
" ;",
" (cid:2)",
" ¼",
" 0",
" :",
" 8093",
" ;",
" y",
" ¼",
" 0",
" :",
" 25",
".",
"S",
".",
"D",
".",
" Webb",
" et",
" al",
".",
" /",
" Theoretical",
" Population",
" Biology",
" 71",
" (",
"2007",
")",
" 251",
"–",
"266",
"the",
" mean",
" field",
".",
"The",
" value",
" of",
" q",
" S",
" =",
" I",
" and",
" hence",
" R",
" 0",
" depend",
" on",
" the",
" model",
" parameters",
".",
"From",
" Eqs",
".",
" (",
"1",
".",
"29",
")",
" and",
" (",
"1",
".",
"30",
")",
",",
" clearly",
" the",
"\nmaximum",
" value",
" of",
" q",
" S",
" =",
" I",
" (",
"and",
" hence",
" R",
" 0",
" )",
" occurs",
" in",
" the",
" limiting",
" case",
" r",
" !",
" 1",
" ,",
" that",
" is",
" when",
" b",
" c",
" ¼",
" b",
" c",
" ;",
" min",
" ,",
" to",
" give",
"\nq",
" S",
" =",
" I",
" ¼",
" ð",
" a",
" þ",
" o",
" þ",
" 2",
" d",
" þ",
" m",
" Þð",
" 1",
" (cid:2)",
" y",
" Þ",
" (cid:2)",
" ym",
"\nð",
" a",
" þ",
" o",
" þ",
" 2",
" d",
" þ",
" m",
" Þ",
"\n,",
"R",
" 0",
" ¼",
" b",
" ½ð",
" a",
" þ",
" o",
" þ",
" 2",
" d",
" þ",
" m",
" Þð",
" 1",
" (cid:2)",
" y",
" Þ",
" (cid:2)",
" ym",
" (cid:3)",
"\nð",
" a",
" þ",
" o",
" þ",
" 2",
" d",
" þ",
" m",
" Þð",
" d",
" þ",
" a",
" þ",
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[
"j",
" )",
"\n(",
"30",
")",
"\nif",
" i",
",",
" j",
" are",
" neighbours",
",",
" H",
" =",
" 0",
" otherwise",
".",
"If",
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" neighbouring",
" angles",
" are",
" close",
" in",
" value",
",",
" then",
",",
" neglecting",
" an",
" irrelevant",
"\nconstant",
",",
" H",
" ≃",
" −",
" (",
" mγs",
" 2",
" /",
" 8",
")",
"Σ",
" ~",
"R",
" Σ",
" ~",
"a",
" [",
" −",
" θ",
" (",
" ~",
"r",
" )",
" +",
" θ",
" (",
" ~",
"r",
" +",
" ~",
"a",
" )",
"]",
" 2",
" ,",
" where",
" ~",
"r",
" +",
" ~",
"a",
" is",
" the",
" nearest",
" neighbour",
" of",
" ~",
"r",
" .",
"Replacing",
" the",
" finite",
"\ndifferences",
" with",
" derivatives",
" one",
" gets",
"\nH",
" =",
" 1",
" 8",
" mγs",
" 2",
"\nZ",
"\nd",
" 2",
" r",
"~",
" ∇",
" θ",
" (",
" ~",
"r",
" )",
" ·",
" ~",
" ∇",
" θ",
" (",
" ~",
"r",
" )",
" .",
"\n(",
"31",
")",
"These",
" excitations",
" are",
" vortices",
" for",
" which",
" ~",
" ∇",
" θ",
" =",
" n",
" ~",
"a",
" θ",
" /",
"r",
" and",
" n",
" is",
" an",
" integer",
".",
"The",
" energy",
" of",
" an",
" isolated",
" vortex",
" is",
"\nE",
" =",
" (",
"1",
" /",
" 8",
")",
" mγs",
" 2",
"\nR",
"\nL",
" a",
" dr",
"/",
"r",
" =",
" (",
"1",
" /",
" 8",
")",
" mγs",
" 2",
" ln",
"(",
" L",
"/",
"a",
" )",
",",
" where",
" L",
" is",
" the",
" linear",
" dimension",
" of",
" the",
" vortex",
".",
"The",
" entropy",
" associated",
"\nwith",
" a",
" single",
" vortex",
" is",
" S",
" =",
" ln",
"(",
" L",
"/",
"a",
" )",
" 2",
" and",
" the",
" change",
" in",
" free",
" energy",
" due",
" to",
" the",
" formation",
" of",
" a",
" vortex",
" is",
"\n∆",
" G",
" =",
"\n(cid:18)",
"\n1",
"\n8",
" mγs",
" 2",
" n",
" 2",
" −",
" 2",
" T",
"\n(cid:19)",
"\nln",
" L",
"\na",
" ,",
"\n(",
"32",
")",
"which",
" is",
" positive",
" for",
"\nT",
" <",
" 1",
" 8",
" mγs",
" 2",
" n",
" 2",
" ≡",
" T",
" c",
" .",
"\n(",
"33",
")",
"Isolated",
" vortices",
" do",
" not",
" therefore",
" form",
" for",
" T",
" ≤",
" T",
" c",
" .",
"At",
" low",
" temperatures",
" the",
" state",
" of",
" the",
" system",
" consists",
" of",
" an",
"\nequilibrium",
" density",
" of",
" bound",
" vortices",
".",
"At",
" T",
" >",
" T",
" c",
" the",
" vortices",
" become",
" unbound",
" and",
" the",
" condensed",
" phase",
" is",
" destroyed",
".",
"The",
" condition",
" ˜",
" N",
"/",
"N",
" ≤",
" 1",
" gives",
" in",
" two",
" dimensions",
"\n˜",
" N",
" ≃",
"\n4",
" T",
"\n˜",
" nmsγa",
" 2",
" ln",
"(",
"\nL",
"\na",
" )",
" ≤",
" 1",
" ,",
"\n(",
"34",
")",
"which",
" can",
" be",
" satisfied",
" for",
" 0",
" ≤",
" T",
" ≤",
" m",
" ˜",
" nsγa",
" 2",
" /",
" 4",
" ln",
"(",
" L",
"/",
"a",
" )",
" provided",
" L",
"/",
"a",
" ≥",
" 1",
".",
"Given",
" the",
" important",
" role",
" of",
" space",
" dimensionality",
" in",
" critical",
" phenomena",
",",
" one",
" may",
" wonder",
" about",
" the",
" behaviour",
" of",
" ˜",
"\nN",
" in",
" dimensions",
" higher",
" than",
" two",
".",
"In",
" three",
" dimensions",
" the",
" condition",
" ˜",
" N",
"/",
"N",
" ≃",
" 2",
" T",
"/",
" (",
" π",
" ˜",
" nmsγa",
" 3",
" )",
" ≤",
" 1",
" can",
" be",
" satisfied",
" at",
"\nall",
" T",
" for",
" sufficiently",
" high",
" values",
" of",
" ˜",
" n",
" .",
"4",
".",
" SUMMARY",
" AND",
" CONCLUSIONS",
"Quantum",
" particles",
" in",
" gravitational",
" fields",
" undergo",
" phase",
" changes",
" that",
" may",
" affects",
" their",
" behaviour",
" in",
" physical",
" pro",
"-",
"\ncesses",
".",
"The",
" question",
" is",
" relevant",
",",
" in",
" principle",
",",
" to",
" astrophysics",
" and",
" cosmology",
" where",
" the",
" presence",
",",
" or",
" absence",
" of",
" some",
"\nreactions",
" can",
" have",
" important",
" consequences",
".",
"Critical",
" phenomena",
" also",
" offer",
" the",
" opportunity",
" to",
" investigate",
" some",
" as",
"-",
"\npects",
" of",
" the",
" interaction",
" between",
" physical",
" systems",
" and",
" space",
"-",
"time",
" at",
" different",
" levels"
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"Research",
" by",
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" Australia",
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" norms",
" and",
" perceived",
" behavioural",
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" intentions",
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" whereas",
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" attitude",
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" the",
" Japanese",
" sample",
".",
"One",
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" Behavioural",
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".",
"Sigitas",
" Urbonavicius",
" et",
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".",
" /",
" Bulletin",
" of",
" Geography",
".",
" Socio",
"-",
"economic",
" Series",
" /",
" 60",
" (",
"2023",
")",
":",
" 145",
"–",
"156",
" 148",
"\n•",
"H1c",
":",
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" (",
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" distant",
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".",
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" the",
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" Bianchi",
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" (",
"2017",
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" (",
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".",
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" the",
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" as",
" in",
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")",
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[
"a",
" Creative",
"\nCommons",
" Attribution",
"-",
"ShareAlike",
" 4",
".",
"0",
" International",
" license",
".",
"Introduction",
"As",
" the",
" basic",
" receptive",
" skill",
" among",
" the",
" four",
" language",
" skills",
",",
" listening",
" is",
" generally",
"\ndescribed",
" as",
" the",
" ability",
" to",
" correctly",
" interpret",
" and",
" understand",
" the",
" messages",
" in",
"\nthe",
" communication",
" process",
".",
"According",
" to",
" Emerick",
" (",
"2018",
")",
",",
" learners",
" with",
" a",
" strong",
"\ncomprehension",
" of",
" listening",
" skills",
" are",
" more",
" able",
" to",
" participate",
" effectively",
" in",
"\nclass",
".",
"It",
" is",
" necessary",
" to",
" obtain",
" comprehensible",
" input",
" as",
" needed",
" to",
" improve",
" the",
"\nlanguage",
" learning",
" process",
".",
"Unfortunately",
",",
" most",
" EFL",
" students",
" fail",
" to",
" cope",
" with",
"\nacademic",
" listening",
" material",
".",
"It",
" might",
" be",
" due",
" to",
" the",
" difficult",
" nature",
" of",
" listening",
"\nor",
" it",
" because",
" the",
" four",
" language",
" skills",
" were",
" the",
" most",
" overlooked",
" and",
" the",
" least",
"\nwell",
" taught",
" in",
" language",
" class",
" (",
"Hamouda",
",",
" 2013",
")",
".",
"There",
" are",
" some",
" factors",
" voiced",
"\nby",
" EFL",
" learners",
" with",
" regard",
" to",
" their",
" listening",
" difficulties",
".",
"Some",
" of",
" them",
" are",
"\nunfamiliar",
" with",
" the",
" language",
",",
" have",
" less",
" practice",
" and",
" less",
" familiar",
" with",
" listening",
"\nstrategies",
",",
" encounter",
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" in",
" translating",
" the",
" language",
" and",
" have",
" other",
"\npsychological",
" factors",
",",
" such",
" as",
" anxiety",
" and",
" lack",
" of",
" concentration",
" (",
"Rintaningrum",
",",
"\n2018",
")",
".",
"Therefore",
",",
" language",
" teachers",
" will",
" make",
" greater",
" efforts",
" to",
" enhance",
" their",
"\nstudents",
"'",
" listening",
" comprehension",
".",
"However",
",",
" in",
" a",
" traditional",
" language",
" class",
",",
" many",
" scholars",
" have",
" indicated",
"\nthat",
" students",
" gain",
" insufficient",
" language",
" input",
" despite",
" class",
" time",
" limitation",
"\nresulting",
" in",
" ineffective",
" teaching",
" methods",
" to",
" facilitate",
" the",
" learning",
" process",
".",
"The",
"\nrapid",
" growth",
" of",
" technology",
" advancement",
" and",
" the",
" improvement",
" of",
" EFL",
" teaching",
"\nmethods",
"'",
" theoretical",
" developments",
" have",
" inspired",
" new",
" directions",
".",
"Technology",
"\nhas",
" reported",
" bringing",
" some",
" easiness",
" in",
" learning",
" English",
".",
"It",
" stimulates",
"\nautodidact",
" or",
" self",
"-",
"taught",
" learning",
" and",
" provides",
" some",
" enjoyments",
" through",
"\nsongs",
",",
" videos",
" and",
" other",
" multimodalities",
" recourses",
" (",
"Rintaningrum",
",",
" 2016",
")",
".",
"In",
" a",
"\nclassroom",
" context",
",",
" the",
" use",
" of",
" ICT",
" is",
" basically",
" beneficial",
" to",
" keep",
" interaction",
"\nbetween",
" students",
" and",
" teachers",
",",
" to",
" keep",
" the",
" teaching",
" materials",
" and",
" activities",
"\nupdated",
" and",
" lively",
",",
" and",
" also",
" to",
" provide",
" students",
" with",
" a",
" various",
" of",
" context",
".",
"Consequently",
",",
" technology",
" enables",
" students",
" to",
" improve",
" their",
" multitasking",
" skills",
"\nas",
" well",
" as",
" their",
" English",
" skills",
" (",
"Rintaningrum",
",",
" 2018",
")",
".",
"More",
" specifically",
",",
" Golonka",
"\net",
" al",
".",
" (",
"2014",
")",
" stated",
" that",
" technological",
" advancement",
" is",
" beneficial",
" for",
" language",
"\nlearning",
" such",
" as",
" increasing",
" students",
"'",
" interest",
" and",
" learning",
" motivation",
",",
"\nproviding",
" ample",
" access",
" to",
" target",
" language",
" (",
"TL",
")",
" input",
",",
" increasing",
" opportunities",
"\nfor",
"\ninteraction",
"\nand",
" collaborative",
" learning",
",",
"\ngiving",
" immediate",
" corrective",
"\nfeedback",
",",
" and",
" providing",
" teachers",
" with",
" an",
" effective",
" means",
" to",
" manage",
"\ncoursework",
" and",
" interact",
" with",
" multiple",
" students",
".",
"These",
" benefits",
" are",
" basically",
"\npromised",
" by",
" the",
" implementation",
" of",
" the",
" flipped",
" classroom",
".",
"Khoiriyah",
"Flipping",
" the",
" classroom",
" to",
" enhance",
" EFL",
" students’",
" listening",
" skill",
"Journal",
" on",
" English",
" as",
" a",
" Foreign",
" Language",
",",
" 11",
" (",
"1",
")",
",",
" 21",
"-",
"41",
"p",
"-",
"ISSN",
" 2088",
"-",
"1657",
";",
" e",
"-",
"ISSN",
" 2502",
"-",
"6615",
"The",
" flipped",
" classroom",
"'",
"s",
" notion",
" is",
" fundamentally",
" depicted",
" as",
" the",
"\nimplementation",
" of",
" a",
" classroom",
" using",
" blended",
" learning"
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[
"Figure",
" 5",
":",
" Comparison",
" of",
" simultaneous",
" wideband",
" LTS",
" (",
"blue",
")",
",",
" HTS",
" (",
"red",
")",
" and",
" band",
"-",
"limited",
" Fluxgate",
" (",
"green",
")",
" vertical",
" component",
" sensor",
" data",
",",
"\ncollected",
" 400",
" m",
" from",
" a",
" 100",
" m",
" square",
" loop",
" carrying",
" a",
" 50",
"%",
" duty",
" cycle",
" square",
"-",
"wave",
" current",
".",
"The",
" quarter",
"-",
"period",
" T",
" was",
" 2",
" seconds",
".",
"The",
" response",
"\nof",
" the",
" 150",
" S",
" cover",
" is",
" seen",
" at",
" early",
" delays",
" after",
" the",
" switch",
"-",
"off",
" at",
" time",
" 0",
".",
"The",
" three",
" curves",
" are",
" offset",
" for",
" visual",
" display",
",",
" with",
" the",
" vertical",
" units",
" at",
"\nthe",
" offset",
" of",
" the",
" fluxgate",
" channel",
".",
"Figure",
" 6",
":",
" B",
" field",
" sensors",
" (",
"left",
")",
" are",
" much",
" less",
" affected",
" by",
" sferics",
" than",
" dB",
"/",
"dt",
" sensors",
" (",
"right",
")",
".",
"The",
" vertical",
" scales",
" are",
" adjusted",
" so",
" that",
" ‘quiet’",
"\nbackground",
" noise",
" is",
" of",
" equal",
" amplitude",
".",
"Spectra",
" of",
" observed",
" noise",
" were",
" obtained",
" using",
" Welch’s",
" method",
" aoppleid",
" to",
" long",
" (",
"20",
" minute",
")",
" sampling",
" series",
" and",
" are",
"\npresented",
" in",
" Figure",
" 7",
".",
"These",
" plots",
" are",
" not",
" normalized",
" for",
" sensor",
"\narea",
",",
" but",
" fro",
" reference",
" show",
" the",
" common",
" voltage",
" level",
"\ncorresponding",
" to",
" 1",
" bit",
" of",
" the",
" Smartem",
" data",
" acquisition",
" system",
".",
"Of",
" particular",
" relevance",
" on",
" the",
" plots",
" is",
" the",
" noise",
" difference",
" in",
" the",
" kHz",
" band",
",",
" where",
" the",
" sferic",
" (",
"TM",
" mode",
")",
" noise",
" is",
" high",
",",
" and",
"\ndominates",
" the",
" dB",
"/",
"dt",
" sensor",
" responses",
".",
"The",
" differences",
" between",
"\nthe",
" two",
" different",
" dB",
"/",
"dt",
" sensors",
" is",
" presumable",
" the",
" effects",
" of",
"\nbandwidth",
" and",
" sensitivity",
".",
"This",
" difference",
" is",
" intrinsic",
".",
"‘White’",
" noise",
" in",
" a",
" B",
" sensor",
" is",
" 1",
"/",
"f",
" noise",
" in",
" a",
" dB",
"/",
"dt",
" sensor",
".",
"The",
" consequences",
" in",
" data",
"\nacquisition",
" are",
" that",
" dB",
"/",
"dt",
" sensors",
" ‘see’",
" mostly",
" sferic",
" and",
" VLF",
"\nnoise",
",",
" B",
" sensors",
" ‘see’",
" significant",
" powerline",
" (",
"50",
"/",
"60",
" Hz",
")",
" and",
" are",
"\naffected",
" strongly",
" by",
" ‘wind’",
" or",
" vibration",
" noise",
" which",
" couple",
" the",
"\nvector",
" of",
" the",
" Earth’s",
" magnetic",
" field",
" into",
" the",
" sensor",
".",
"In",
" this",
" particular",
" data",
" set",
" however",
",",
" collected",
" over",
" 100",
" km",
" from",
" the",
"\nnearest",
" town",
",",
" there",
" is",
" no",
" detectable",
" 50",
" Hz",
" signal",
" in",
" the",
" B",
" field",
"\nLTS",
" sensor",
".",
"Figure",
" 7",
":",
" Observed",
" voltage",
" noise",
" spectra",
" of",
" the",
" LTS",
" (",
"solid",
")",
",",
" a",
" 200",
" m",
" square",
" loop",
" (",
"dashed",
")",
" and",
" the",
" Curtin",
" dB",
"/",
"dt",
" coil",
" (",
"dotted",
")",
".",
"South",
" Australia",
"\nA",
" field",
" test",
" in",
" the",
" Eyre",
" Peninsular",
" of",
" South",
" Australia",
" has",
"\nprovided",
" a",
" good",
" example",
" of",
" the",
" benefits",
" of",
" using",
" the",
" LTS",
" to",
" detect",
" the",
" better",
" of",
" parallel",
" conductive",
" targets",
" under",
" very",
"\nconductive",
" cover",
".",
"A",
" conventional",
" TEM",
" survey",
" using",
" a",
" 100m",
" in",
"-",
"\nloop",
" geometry",
" detected",
" a",
" 400",
" S",
" conductor",
" that",
" was",
" subsequently",
"\ndrilled",
".",
"The",
" source",
" of",
" the",
" anomaly",
" was",
" 18m",
" of",
" interconnected",
"\nstringer",
" pyrrhotite",
" mineralization",
".",
"The",
" data",
" from",
" the",
" conventional",
" survey",
" is",
" shown",
" in",
" figure",
" 8",
".",
"The",
" last",
" time",
" window",
"\nfor",
" this",
" data",
" is",
" centered",
" at",
" 110",
" ms",
".",
"Figure",
" 8",
":",
" Conventional",
" coil",
" TEM",
" profile",
" data",
" from",
" South",
" Australia",
".",
"LTS",
" data",
" over",
" the",
" same"
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".",
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"\ndiscovery",
" process",
".",
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" ,",
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" understanding",
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" to",
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" a",
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" but",
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" an",
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" for",
"\nFig",
".",
"1",
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" over",
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" Stock",
" Exchange",
" Website",
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"Period",
" :",
" 2006",
"-",
"2010",
"214",
" KULKARNI",
" &",
" MORE",
" ,",
" Orient",
".",
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".",
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".",
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".",
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" Technol",
".",
",",
" Vol",
".",
" 9",
" (",
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")",
",",
" 212",
"-",
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" (",
"2016",
")",
"Table",
" 1",
" :",
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" Active",
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" 2008",
" (",
"Source",
" :",
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" Exchange",
" Website",
")",
"Sr",
".",
"Name",
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"the",
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" construction",
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" the",
" whole",
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" and",
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" particular",
" elements",
" of",
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" Hartmqnielkt",
"\nerecta",
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" the",
" Triassic",
" Palurttes",
" raridentatus",
" and",
" the",
" Jurassic",
" P",
".",
" jurassicus",
"\ncan",
" be",
" noticed",
" at",
" first",
" sight",
" on",
" their",
" diagrams",
" (",
"Figs",
" f",
",",
" 5B",
")",
".",
"A1I",
" the",
"\napparatuses",
" are",
" almost",
" ideally",
" bilaterally",
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".",
"The",
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" right",
" MII",
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":",
":",
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"!",
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"i",
":",
"il",
"Polgchaete",
" jaus",
";",
" SZANIAWSKI",
" &",
" IM",
",",
"{",
".",
"JIMA",
"The",
" morphologies",
" of",
" homologous",
" elements",
" (",
"Figs",
" 2",
"-",
"q",
" of",
" aI",
" the",
" three",
"\napparatuses",
" are",
" very",
" similar",
".",
"Characteristic",
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" the",
" MI",
",",
" except",
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" shape",
",",
" are",
":",
" denticulation",
",",
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" spur",
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" course",
" of",
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" posterior",
"\nmargin",
" and",
" shape",
" of",
" the",
" basal",
" cavity",
".",
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" are",
" comparatively",
" long",
"\nand",
" well",
" separated",
".",
"They",
" occupy",
" only",
" the",
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" half",
",",
" or",
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" more",
",",
" of",
"\nthe",
" inner",
" margin",
".",
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"-",
"shaped",
" and",
" situated",
" at",
" the",
" junction",
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" posterior",
" and",
" outer",
" margins",
".",
"It",
" is",
" well",
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" in",
" all",
" the",
" three",
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".",
"The",
" posterior",
" margin",
" is",
" very",
" long",
" and",
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".",
"The",
" outer",
" one",
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",",
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"-",
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".",
"The",
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",",
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",",
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".",
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" is",
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".",
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"-",
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" of",
" costae",
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" the",
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" the",
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".",
"The",
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" very",
" short",
" ramus",
" having",
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"-",
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" have",
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" differ",
" slightly",
" in",
" length",
".",
"Detailed",
" comparison",
" is",
" not",
"\npossible",
" because",
" carriers",
" of",
" P",
".",
"jurassicus",
" are",
" known",
" from",
" one",
" element"
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"Sprengelmeyer",
",",
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" K",
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",",
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",",
" I",
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",",
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".",
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"Calder",
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" Perrett",
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",",
" Etcoff",
",",
" N",
".",
" L",
".",
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" &",
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"Categorical",
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" of",
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" facial",
" expressions",
".",
"Visual",
" Cognition",
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" 3",
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" 81",
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"117",
".",
"Calder",
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".",
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" Differentially",
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"Cognitive",
" Neuropsychology",
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"745",
".",
"Canli",
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"\nJ",
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"Science",
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" 2191",
".",
"Ekman",
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" P",
".",
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" &",
" Friesen",
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" V",
".",
" (",
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"Pictures",
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" facial",
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".",
"Palo",
" Alto",
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" CA",
":",
" Consulting",
" Psychologists",
" Press",
".",
"Flynn",
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" F",
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" (",
"1999",
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"Anatomy",
"\nof",
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" insula—Functional",
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"Aphasiology",
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" 13",
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".",
"Kipps",
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".",
"\n1215",
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" Johnsrude",
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"A",
" voxel",
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"Neuroimage",
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"Gray",
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" Curtis",
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".",
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".",
"Brain",
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"Hennenlotter",
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" Erhard",
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".",
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" International",
" Conference",
" on",
" Learning",
"\nRepresentations",
",",
" 2019",
".",
"Lyu",
",",
" K",
".",
" and",
" Li",
",",
" J",
".",
" Gradient",
" descent",
" maximizes",
" the",
" mar",
"-",
"\ngin",
" of",
" homogeneous",
" neural",
" networks",
".",
"In",
" International",
"\nConference",
" on",
" Learning",
" Representations",
",",
" 2020",
".",
"Ma",
",",
" C",
".",
" and",
" Ying",
",",
" L",
".",
"\nThe",
" Sobolev",
" regularization",
" ef",
"-",
"\nfect",
" of",
" stochastic",
" gradient",
" descent",
".",
"arXiv",
" preprint",
"\narXiv",
":",
"2105",
".",
"13462",
",",
" 2021",
".",
"Ma",
",",
" C",
".",
",",
" Wu",
",",
" L",
".",
",",
" and",
" Ying",
",",
" L",
".",
" The",
" multiscale",
" structure",
" of",
"\nneural",
" network",
" loss",
" functions",
":",
" The",
" effect",
" on",
" optimization",
"\nand",
" origin",
".",
"arXiv",
" preprint",
" arXiv",
":",
"2204",
".",
"11326",
",",
" 2022",
".",
"Moroshko",
",",
" E",
".",
",",
" Woodworth",
",",
" B",
".",
" E",
".",
",",
" Gunasekar",
",",
" S",
".",
",",
" Lee",
",",
" J",
".",
" D",
".",
",",
"\nSrebro",
",",
" N",
".",
",",
" and",
" Soudry",
",",
" D",
".",
" Implicit",
" bias",
" in",
" deep",
" linear",
"\nclassification",
":",
" Initialization",
" scale",
" vs",
" training",
" accuracy",
".",
"In",
" Advances",
" in",
" Neural",
" Information",
" Processing",
" Systems",
",",
"\nvolume",
" 33",
",",
" pp",
".",
" 22182",
"–",
"22193",
",",
" 2020",
".",
"Mulayoff",
",",
" R",
".",
",",
" Michaeli",
",",
" T",
".",
",",
" and",
" Soudry",
",",
" D",
".",
" The",
" implicit",
"\nbias",
" of",
" minima",
" stability",
":",
" A",
" view",
" from",
" function",
" space",
".",
"Advances",
" in",
" Neural",
" Information",
" Processing",
" Systems",
",",
" 34",
":",
"\n17749",
"–",
"17761",
",",
" 2021",
".",
"Nacson",
",",
" M",
".",
" S",
".",
",",
" Ravichandran",
",",
" K",
".",
",",
" Srebro",
",",
" N",
".",
",",
" and",
" Soudry",
",",
"\nD",
".",
" Implicit",
" bias",
" of",
" the",
" step",
" size",
" in",
" linear",
" diagonal",
" neu",
"-",
"\nral",
" networks",
".",
"In",
" International",
" Conference",
" on",
" Machine",
"\nLearning",
",",
" pp",
".",
" 16270",
"–",
"16295",
".",
" PMLR",
",",
" 2022",
".",
"Nakkiran",
",",
" P",
".",
" Learning",
" rate",
" annealing",
" can",
" provably",
" help",
"\ngeneralization",
",",
" even",
" for",
" convex",
" problems",
".",
"arXiv",
" preprint",
"\narXiv",
":",
"2005",
".",
"07360",
",",
" 2020",
".",
"Oksendal",
",",
" B",
".",
"\nStochastic",
" differential",
" equations",
":",
"\nan",
"\nintroduction",
" with",
" applications",
".",
"Springer",
" Science",
" &",
" Busi",
"-",
"\nness",
" Media",
",",
" 2013",
".",
"Pesme",
",",
" S",
".",
",",
" Pillaud",
"-",
"Vivien",
",",
" L",
".",
",",
" and",
" Flammarion",
",",
" N",
".",
" Implicit",
"\nbias",
" of",
" sgd",
" for",
" diagonal",
" linear",
" networks",
":",
" a",
" provable",
" ben",
"-",
"\nefit",
" of",
" stochasticity",
".",
"In",
" Advances",
" in",
" Neural",
" Information",
"\nProcessing",
" Systems",
",",
" 2021",
".",
"Pillaud",
"-",
"Vivien",
",",
" L",
".",
",",
" Reygner",
",",
" J",
".",
",",
" and",
" Flammarion",
",",
" N",
".",
" Label",
"\nnoise",
" (",
"stochastic",
")",
" gradient",
" descent",
" implicitly",
" solves",
" the",
"\nlasso",
" for",
" quadratic",
" parametrisation",
".",
"In",
" Conference",
" on",
"\nLearning",
" Theory",
",",
" 2022",
".",
"Smith",
",",
" S",
".",
" L",
".",
" and",
" Le",
",",
" Q",
".",
" V",
".",
" A",
" Bayesian",
" perspective",
" on",
" gener",
"-",
"\nalization",
" and",
" stochastic",
" gradient",
" descent",
".",
"In",
" International",
"\nConference",
" on",
" Learning",
" Representations",
",",
" 2018",
".",
"Smith",
",",
" S",
".",
" L",
".",
",",
" Dherin",
",",
" B",
".",
",",
" Barrett",
",",
" D",
".",
" G",
".",
",",
" and",
" De",
",",
" S",
".",
" On",
"\nthe",
" origin",
" of",
" implicit",
" regularization",
" in",
" stochastic",
" gradient",
"\ndescent",
".",
"arXiv",
" preprint",
" arXiv",
":",
"2101",
".",
"12176",
",",
" 2021",
".",
"Soudry",
",",
" D",
".",
",",
" Hoffer",
",",
" E"
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[
"of",
" Proposition",
" 3",
".",
"4",
".",
"Proof",
".",
" The",
" proof",
" is",
" straightforward",
" due",
" to",
" Proposition",
" 3",
".",
"5",
" and",
" constraints",
" (",
"3",
".",
"4",
")",
",",
" (",
"3",
".",
"5",
")",
".",
"(cid:3)",
"4",
".",
" Non",
"-",
"involutive",
" solutions",
" of",
" the",
" YBE",
" &",
" Drinfeld",
" twists",
"We",
" move",
" on",
" to",
" the",
" study",
" of",
" non",
"-",
"involutive",
" set",
"-",
"theoretic",
" solutions",
" of",
" the",
" YBE",
",",
" admissible",
" Drinfeld",
"\ntwists",
" and",
" the",
" associated",
" quasi",
"-",
"bialgebras",
".",
"From",
" now",
" on",
" we",
" work",
" over",
" the",
" field",
" k",
" =",
" C",
" .",
"We",
" first",
"\nreview",
" some",
" fundamental",
" results",
" on",
" the",
" admissible",
" Drinfeld",
" twists",
" for",
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" set",
"-",
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"\nsolutions",
" of",
" the",
" YBE",
" derived",
" in",
" [",
"15",
"]",
" and",
" we",
" use",
" these",
" twists",
" to",
" extend",
" these",
" results",
" to",
" the",
" non",
"-",
"\ninvolutive",
" case",
".",
"Let",
" X",
" be",
" a",
" set",
" with",
" n",
" elements",
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" z",
" :",
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" X",
" be",
" a",
" solution",
" of",
" the",
" set",
"-",
"theoretic",
"\nbraid",
" equation",
",",
" given",
" in",
" the",
" previous",
" section",
".",
"It",
" is",
" convenient",
" for",
" the",
" purposes",
" of",
" this",
" section",
" to",
"\nconsider",
" a",
" free",
" vector",
" space",
" V",
" =",
" C",
" X",
" of",
" dimension",
" equal",
" to",
" the",
" cardinality",
" of",
" X",
" .",
"Let",
" B",
" =",
" {",
" e",
" x",
" }",
" x",
" ∈",
" X",
"\nbe",
" the",
" basis",
" of",
" V",
" and",
" B",
" ∗",
" =",
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" }",
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" be",
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" basis",
":",
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" e",
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" =",
" δ",
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" .",
"Let",
" also",
" f",
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" V",
" ⊗",
" V",
" be",
" expressed",
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[
"2",
".",
" D",
" ATA",
" AND",
" M",
" ETHODOLOGY",
"We",
" investigate",
" a",
" set",
" of",
" 18",
" currencies",
" denomina",
"-",
"\nted",
" in",
" euro",
" covering",
" time",
" period",
" January",
" 4",
",",
" 1999",
"\n–",
" December",
" 12",
",",
" 2012",
" 1",
" .",
"List",
" of",
" the",
" currencies",
" is",
" gi",
"-",
"\nven",
" in",
" Table",
" 1",
".",
"Minimum",
" Spanning",
" Tree",
"Application",
" in",
" the",
" Currency",
" Market",
"Marcel",
" Rešovský",
",",
" Denis",
" Horváth",
",",
" Vladimír",
" Gazda",
",",
" Marianna",
" Siničáková",
"Technical",
" University",
" of",
" Košice",
",",
" Faculty",
" of",
" Economics",
"Our",
" paper",
" has",
" been",
" inspired",
" by",
" the",
" minimum",
" spanning",
" tree",
" (",
"MST",
")",
" methodology",
" originally",
"\nused",
" in",
" the",
" field",
" of",
" stock",
" returns",
".",
"The",
" objective",
" of",
" our",
" contribution",
" is",
" to",
" apply",
" the",
" approach",
" in",
"\nthe",
" foreign",
" exchange",
" markets",
".",
"The",
" methodology",
" enables",
" us",
" to",
" visualise",
" complex",
" and",
" difficult",
"\nmarket",
" relations",
" in",
" a",
" very",
" obvious",
" manner",
".",
"We",
" identified",
" mutual",
" positions",
" of",
" the",
" relevant",
"\nEuropean",
" and",
" world",
" currencies",
".",
"Our",
" findings",
" are",
" confirmed",
" and",
" complemented",
" by",
" the",
"\nSammon",
" method",
" as",
" well",
".",
"The",
" European",
" currencies",
" are",
" characterized",
" by",
" comparatively",
" high",
"\ndiversity",
".",
"The",
" central",
" position",
" of",
" China",
"-",
"related",
" economies",
" such",
" as",
" Hong",
"-",
"Kong",
" and",
" Singapore",
"\nhas",
" been",
" proved",
".",
"Polish",
" currency",
" seems",
" to",
" be",
" crucial",
" in",
" the",
" Central",
" European",
" region",
".",
"Our",
" research",
" is",
" inspired",
" by",
" the",
" methodology",
"\nof",
" Mantegna",
" (",
"1999",
")",
".",
"We",
" explore",
" interactions",
" (",
"cor",
"-",
"\nrelations",
")",
" between",
" n",
" currency",
" returns",
".",
"From",
" the",
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" returns",
" r",
" it",
" =",
" ln",
" P",
" it",
" –",
" ln",
" P",
" it",
"–",
"1",
" of",
" the",
" i",
" th",
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" exchange",
" rate",
" P",
" it",
" on",
" day",
" t",
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" compute",
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" cross",
" correlation",
" coefficients",
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" n",
" ×",
" n",
" pairs",
" of",
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"\n(",
"1",
")",
"where",
" (cid:1)",
" …",
" (cid:2)",
" stands",
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" average",
" over",
" studied",
"\nperiod",
".",
"The",
" coefficients",
" ρ",
" ij",
" constitute",
" the",
" square",
"\nvariance",
"-",
"covariance",
" matrix",
".",
"Then",
",",
" the",
" correlation",
" matrix",
" is",
" transformed",
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"\nthe",
" distance",
" matrix",
" involving",
" the",
" elements",
"\n(",
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")",
"The",
" matrix",
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" d",
" ij",
" =",
" d",
" ji",
" with",
" zero",
" dia",
"-",
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" values",
".",
"It",
" serves",
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" the",
" issue",
" to",
" derive",
" the",
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" spanning",
" tree”",
" –",
" connected",
" distance",
"\nweighted",
" graph",
" consisting",
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" n",
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" and",
" n",
" –",
" 1",
"\nedges",
" and",
" containing",
" no",
" loops",
".",
"The",
" “minimum”",
"\nattribute",
" means",
" that",
" the",
" sum",
" of",
" all",
" weights",
" of",
" ed",
"-",
"\nges",
" is",
" minimal",
" among",
" all",
" trees",
" defined",
" on",
" the",
" dis",
"-",
"\ntance",
" matrix",
".",
"The",
" Kruskal’s",
" and",
" Prim’s",
" algorithms",
"\nare",
" most",
" frequently",
" used",
" algorithms",
" to",
" identify",
"\nMST",
".",
"It",
" should",
" be",
" also",
" noted",
" that",
" the",
" first",
" algo",
"-",
"\nrithm",
" was",
" proposed",
" by",
" the",
" outstanding",
" Czech",
"\nmathematician",
" Otakar",
" Borůvka",
".",
"3",
".",
" R",
" ESULTS",
" –",
" COMPARING",
" MST",
"\nAPPROACH",
" AND",
" S",
" AMMON",
" MAPPING",
"The",
" graphical",
" form",
" of",
" the",
" correlation",
" matrix",
" with",
"\nassigned",
" MST",
" edges",
" is",
" given",
" in",
" Figure",
" 1",
",",
" while",
" the",
"\ndiagram",
" of",
" the",
" MST",
" is",
" presented",
" in",
" Figure",
" 2",
".",
"The",
" MST",
" diagram",
" is",
" an",
" appropriate",
" tool",
" to",
" iden",
"-",
"\ntify",
" the",
" currencies",
" playing",
" a",
" central",
" role",
" in",
" the",
"\nworld",
" currency",
" market",
" as",
" well",
" as",
" the",
" peripheral",
"\ncurrencies",
" having",
" limited",
" power",
" to",
" influence",
" the",
"\nmarket",
".",
"In",
" our",
" case",
",",
" the",
" grouping",
" reflecting",
" the",
"\nregional",
" variations"
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Subsets and Splits