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dataverse-tokenized-dataset

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optimistic search strategy change point detection large scale data via adaptive logarithmic query classical ever reviving topic change point detection often formulated search maximum gain function describing improved fit segmenting data searching candidate split point grid finding best one requires evaluation gain function interval observation evaluation computationally demanding eg high dimensional model become infeasible instead propose optimistic search strategy evaluation exploiting specific structure gain function towards solid understanding strategy investigate detail classical univariate gaussian change mean setup proposal prove asymptotic minimax optimality single multiple change point scenario search strategy generalize far beyond theoretically analyzed univariate setup illustrate example massive computational speedup change point detection high dimensional gaussian graphical model generally demonstrate empirically optimistic search method lead competitive estimation performance heavily reducing run time
6
1,349,741
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search charge higgs boson produced vector boson fusion process decay vector boson twain proton proton collision tev search charged higgs boson produced vector boson nuclear fusion reaction summons decaying vector boson using proton proton hit tev lhc reported data sample corresponds integrated luminosity fb collected cm detector event selected need two three negatron muon moderate missing transverse impulse two super acid large speediness separation large dijet mass excess effect respect received model background prevision observed model independent upper limit trust level reported product cross section ramify fraction vector boson fusion product charged higgs boson function mass gev resultant interpreted context georgi machacek model
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intertwining period distinction adic galois symmetric pair consider distinction representation context adic galois symmetric space provide new sufficient condition distinction parabolically induced representation term similar condition inducing data deduce characterization distinction representation parabolically induced cuspidal explicate result classical group give several application particular concerning preservation distinction via langlands functoriality relate result conjecture dipendra prasad
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learning estimate driver sleepiness railcar acceleration sensor using weakly labeled datum paper reference learning undertaking estimating driver drowsiness signal railway car acceleration sensor since even driver cannot perceive drowsiness well timed manner unless use burdensome invasive sensing element obtaining mark training data timestamp realistic goal deal trouble formulate task weakly manage learn need total label terminated trip every timestamp severally assuming aspect device driver drowsiness increase metre due tiredness formulate algorithmic rule see weakly label data derive scalable stochastic optimization method way implementing algorithm numerical experiment real driving datasets demonstrate advantage algorithm baseline method
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estimate matrix schrodinger equation paper devoted study dispersive estimate matrix schrodinger equation half line general boundary condition line prove estimate half line slowly decaying selfadjoint matrix potential satisfy generic exceptional case obtain estimate line system condition estimate system half line estimate prove strichartz estimate
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rate convergence periodic homogenization convex hamilton jacobi equation one dimension let viscosity solution oscillatory hamilton jacobi equation corresponding effective equation given bounded lipschitz initial data present simple proof obtain optimal rate convergence large class convex hamiltonians one dimension class includes hamiltonians classical mechanic separable potential proof make use optimal control theory quantitative version ergodic theorem periodic function dimension
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optimizing multilayer bayesian nervous network rating fission yield bayesian car learning promising tool evaluation atomic nuclear fission data potential capableness full realized attempt optimize carrying action multilayer bayesian neuronal network rating fission yield influence adjustment learn information activation function network structure studied particular disconfirming value net function penalize avoid non physical illation fission yield presently network two fold hidden layer optimal carrying compared unmarried layer deeper network study essential development precise evaluation method
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quantum correction btz shameful hole extremality bandaged conformal bootstrap unitary compact two dimensional cft symmetry beyond virasoro parametrically large density primary state large spin universal manikin square modular invariance including donation light primary election operator multi twist composite manufacture modular bootstrap bump receives correction large spin expansion compute finite analysis uracil formulation modular transform fourier transform act density primary state theory gravitational duals interpreted extremality bound rotating btz black trap meet quantum fudge factor compute one closed circuit prohibiting naked singularity quantum corrected geometry gravity result procreate modular bootstrap semiclassical point accumulation
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optimum sensing ascendence run tumble chemotaxis running game tumble chemotaxis representative lookup strategy odor source via sense spatial gradient optimal way feel mastery run tumble chemotaxis analyzed theoretically elucidate efficiency strategy implemented organism however theoretic difficulty attempt limited either analog deterministic analysis still though real biological chemotactic organisation involve considerable stochasticity nonlinearity sensory operation controlled response paper compound theory optimal filtering kullback leibler control partially observed markov decision cognitive operation pomdp derive optimal amply nonlinear strategy controlling extend tumble motion depending noisy sensing ligand gradient derived optimal strategy consists optimum strain dynamic estimate run direction noisy sensory remark control function regulate motor production show optimal strategy associated naturally standard biochemical model experimental data escherichia colis chemotaxis result manifest theoretical theoretical account work groundwork analyzing efficiency optimality run tumble chemotaxis
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retrodiction beyond heisenberg doubt sexual relation quantum mechanic heisenberg doubtfulness relation present ultimate limit precision one predict outcome billet impulse measurement particle werner karl heisenberg explicitly stated relation foretelling hypothetical futurity measure describe position knowledge available system earlier later time measurement study happens circumstance atomic ensemble containing atom initiated nearly ground state presence magnetic field corporate spin observables atom well described canonical location momentum observables satisfy quantum non demolition measurement clip allow precise estimate observables time capability assigning precise value multiple observables take note variation forcible cognitive operation may implication quantum department state estimate sensing
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macro coherent radiative emanation neutrino pair check bit even atomic state newfangled strategy determine neutrino mass matrix proposed using nuclear de excitation two state ev energy space determination smallest neutrino mass lodge mev neutrino mass eccentric majorana dirac turn possible one coherently excite gram atom using deuce laser
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theory iii dynamic generalization deep network key generalization controlling complexity network however obvious control complexity explicit regularization term training deep network classification show classical form norm control kind hidden present deep network trained gradient descent technique exponential type loss particular gradient descent induces dynamic normalized weight converge equilibrium corresponds minimum norm maximum margin solution sufficiently large finite thus finite dynamic converges one several margin maximizers margin monotonically increasing towards limit stationary point flow usual case stochastic gradient descent stationary point likely convex minimum corresponding constrained minimizer network normalized weight corresponds vanishing regularization solution zero generalization gap fixed architecture asymptotically number training example approach extends original result srebro linear network deep network provides new perspective implicit bias gradient descent believe elusive complexity control describe responsible puzzling empirical finding good predictive performance deep network despite overparametrization
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comparing conserved charge fluctuation lattice qcd hrg model computation present outcome lattice qcd calculation order cumulants conserved charge fluctuation correlation equate various hrg model calculation appearance difference hrg qcd calculation already show nd order cumulants close pseudo critical temperature chiral passage flavor qcd quickly develop large high temperature also read qcd result strangeness fluctuation enhanced hrg model calculation based speck listed particle data group table whizz resonance suggest grandness contribution additional unknown hadron vibrancy furthermore argue extra repulsive interaction introduced either exclude book mean field hrg model matrix approach meliorate quantitative accord order cumulants aim lattice qcd hrg based approach fail describe thermodynamics strongly interact matter shortly pseudo decisive temperature qcd
14
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federated tumor segmentation fet challenge manuscript describes first challenge federated learning namely federated tumor segmentation fet challenge international challenge become standard validation biomedical image analysis method however actual performance participating even winning algorithm real world clinical data often remains unclear data included challenge usually acquired controlled setting institution seemingly obvious solution collecting increasingly data institution challenge scale well due privacy ownership hurdle towards alleviating concern proposing fet challenge cater towards development evaluation model segmentation intrinsically heterogeneous appearance shape histology brain tumor namely glioma specifically fet challenge us clinically acquired multi institutional magnetic resonance imaging mri scan brat challenge well various remote independent institution included collaborative network real world federation goal fet challenge directly represented two included task identification optimal weight aggregation approach towards training consensus model gained knowledge via federated learning multiple geographically distinct institution data always retained within institution federated evaluation generalizability brain tumor segmentation model wild ie data institutional distribution part training datasets
3
124,975
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piezoelectric spdt nems switch complementary logic land current leakage switching delay become main challenge continued complementary alloy oxide semiconducting material cmos technology scaling previous workplace proposes see saw relay structure mimic operation cmos paper present refreshing single pole treble stroke spdt switch structure based aln piezoelectric cantilever radio beam meliorate former see saw relay race structure geometry argument given primal switch parameter propulsion voltage shift time contact force calculate compared previous see saw relay social organisation analysis design process shown micro fabrication process draw well
3
197,523
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photon content proton ct planetary analysis recently two photon pdf set ground implementation lx ansatz computerized axial tomography worldwide analysis released ctlux photon pdf calculated directly using lux lord formula scale alternative realisation ctqed photon pdf initialized starting scale expend lux expression develop higher scale combined qedqcd kernel minor neighborhood photon pdf uncertainness mainly induced quark gluon pdfs perturbative dis body structure function comparing large photon uncertainty come various humiliated energy nonperturbative contribution including sport inelastic social organization function resonance continuum region higher twist prey mass correction elastic electromagnetic form factor proton take product doubly accuse higgs pair example scenario beyond standard model illustrate phenomenological implication photon pdfs lhc
17
305,273
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production multi enamour hadron recombination overweight ion collision cogitation production multi charmed hadron recombination heavy ion hit focusing yield baryon mesotron set forth estimation production hadron chemical sum freeze statistical concretion example evaluate transverse momentum distribution mid celerity coalition model show output multi influence hadron heavy ion collision rhic lhc big enough thereby multi delighted hadron observed far eg also observe yet see sufficiently heavy ion collision also obtain transverse momentum distribution ratio various multi charmed hadron sensitively reflects interplay quark subject matter correspond hadron well transverse momentum distribution magic spell quark cheese hadronization point therefore insist studying transverse momentum distribution multi fascinate hadron transverse impulse distribution ratio various multi charmed hadron provide useful entropy hadron production chemical mechanism involving charm quark cheese sonorous ion hit
16
887,338
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nonsingular bouncing cosmology general relativity scalar metric upset derive equality motion scalar metric perturbation particular nonsingular bouncing cosmology liberal bang uniqueness interchange spacetime defect degenerate metric adiabatic perturbation solvent obtained nonrelativistic hydrodynamic matter get result work conformal coordinate last method also valid vector tensor measured perturbation selected result presented end discus various new effect linear perturbation nonsingular reverberate cosmology across bounce information transfer potential depression cosmological disturbance new phase creditworthy good spacetime fault
11
272,867
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slip learning predict unknown dynamical system tenacious condition memory present effective practical polynomial sentence algorithm online prediction unidentified partly observed linear dynamical system rule lds stochastic noise arrangement parametric quantity known optimum linear soothsayer kalman filter however performance existing predictive poser poor important class lds marginally unchanging exhibit long term prognosis memory tackle problem ricochet generalized kolmogorov width kalman filter model spectral method conducting tight convex relaxation provide finite sample analysis showing algorithm competes kalman filter hindsight logarithmic regret regret analysis relies mendelsons belittled ball method providing sharp worded fault bound without concentration boundedness exponential forgetting assumption also give experimental result demonstrating algorithm outperforms united state department state fine art method theoretical observational result molt light condition required efficient probably approximately correct pac learning kalman filter partly observed data
3
104,553
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atomic multifragmentation introductory concept present brief overview nuclear multifragmentation reaction introductory formalism canonic thermodynamical model base equilibrium statistical mechanic depict model apply calculate basic observables atomic multifragmentation corresponding mass distribution sherd numerosity isotopic statistical distribution isoscaling annexe canonical thermodynamical model projectile atomization model outlined application missile atomization model calculating average routine average mass fragment middling sizing big cluster different differential tutelage statistical distribution interbreeding section neutron rich nucleus different projectile fragmentation response different vigor line application atomic multifragmentation chemical reaction basic inquiry good domain outlined
16
811,995
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reevaluating nuclear reactor antineutrino spectrum new measurement ratio pu spectrum report reanalysis nuclear reactor antineutrino energy spectrum based newfangled comparative measurement ratio accumulative spectrum pu perform enquiry reactor national research centre kurchatov institute ki discrepancy spectrum measured institut laue langevin ailment detect indicating unfluctuating excess ailment ratio factor find economic value ratio inverse genus beta decay cross part per fission pu reevaluate converted antineutrino spectrum conclude new prediction coherent result daya bay stereo experiment
14
955,433
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phase structure neutron superfluids strong magnetic field neutron star discus effect strong magnetic field neutron superfluidity based attraction pair two neutron derive ginzburg landau equation path integral formalism adopting bosonization technique leave next leading order expansion magnetic field determine phase diagram temperature comprising three phase uniaxial nematic un phase biaxial nematic bn bn phase finite strong magnetars respectively dihedral group find compared leading order magnetic field known region bn phase plane extended effect next leading order term magnetic field also present thermodynamic property heat capacity spin susceptibility find spin susceptibility exhibit anisotropy un bn bn phase information useful understand internal structure magnetars
4
1,400,988
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exact completion constructive theory set present paper use theory exact completion study categorical property small setoids martin lof type theory generally model constructive elementary theory category set term property subcategories choice object ie object satisfying axiom choice intended application deal category lack equaliser weak one whose object regarded collection global element context study internal logic category involved employ analysis give sufficient condition local cartesian closure exact completion finally apply result show exact completion produce model cetcs
1
596,712
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radical compact spherically symmetric dark matter charged star object study belonging extremist compact spherically symmetric sullen affair sector star topology object solution einstein equating two gauge field ane ordinary maxwell theater operation auxiliary gauge theater operation pertains hidden sector mimic property dark matter visible hidden sector coupled energizing mixing terminus coupling constant also investigate possibility condensation charged scalar field around reflecting dark matter superstar object happens colored issue sector non white matter complaint coupling constant cause shrink star radius abridgment english hawthorn occur
11
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minimal model hilbert space atomisation local constraint motivate previous workplace floquet variation pxp model mukherjee et al phys rev mukherjee et camellia state phys rev subject field dimensional spin lattice model three spin interaction constrained hilbert space constellation two adjacent spin exclude show model posse extensive fragmentation hilbert space lead breakdown thermalization upon one evolution starting great course study simple initial land despite non integrable nature hamiltonian many gamey energy eigenstates admit quasiparticle verbal description class dub bubble eigenstates integer eigenvalue including mid spectrum zero mode strictly localized quasiparticle another class contains mobile quasiparticle chair dispersion momentum outer space anomalous eigenstates get imputable secondary atomisation chemical mechanism including lead flat ring impulse space due destructive quantum interference discussed consequence adding non commuting staggered magnetic field pxp terminal figure respectively exemplary former preserve hilbert distance fragmentation latter destroys discussed floquet version time subordinate swag field also evade thermalization extra feature language like freezing exponentially many state exceptional driving frequency long last map model lattice gauge theory coupled dynamical fermion saucer rendering anomalous state language year gauge invariant state display reduced mobility elementary charged excitation certain charge neutral object wander suggesting connexion fractons
19
447,482
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robotic grasp manipulation using evolutionary computing deep reinforcement learning intelligent object manipulation grasping challenging problem robot unlike robot human almost immediately know manipulate object grasping due learning year grown woman grasp object skilfully child learning skill developed year absence present day robotic grasping compels perform well human object grasping benchmark paper taken challenge developing learning based pose estimation decomposing problem position orientation learning specifically grasp position estimation explore three different method genetic algorithm ga based optimization method minimize error calculated image point predicted end effector ee position regression based method rm collected data point robot ee image point regressed linear model pseudoinverse pi model formulated form mapping matrix robot ee position image point several observation grasp orientation learning develop deep reinforcement learning drl model name grasp deep network gdqn benchmarked result modified vgg mvgg rigorous experimentation show due inherent capability producing high quality solution optimization problem search problem ga based predictor performs much better two model position estimation orientation learning result indicate policy learning gdqn outperforms mvgg since gdqn architecture specially made suitable reinforcement learning based proposed architecture algorithm robot capable grasping rigid body object regular shape
6
1,311,893
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sensitiveness polyakov loop related observables chiral symmetry restoration polyakov loop monastic order parameter deconfinement changeover heavy quark pile regime qcd sensitivity deconfinement scant dynamical quark cheese quantum chromodynamics unmistakable hand quark cheese mass dependence polyakov loop sensitive appearance chiral phase transition using lattice qcd calculation staggered fermion discretization scheme finite economic value lattice space appearance initiatory time polyakov loop expectation value heavy quark free energy extracted behave like energy like observables vicinity chiral form changeover temperature consistent scaling behavior energy similar observables universality class quark mass derivative diverge chiral limit temperature derivative stay finite latter develop characteristic spike however crataegus oxycantha dissolve calculation quark mickle two order magnitude smaller currently accessible lattice quantum chromodynamics calculation
14
918,503
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spa stochastic chance adjustment system balance unsupervised snns spiking nervous mesh snns receive widespread attention low superpower computer hardware characteristic brain like signal response chemical mechanism presently performance snns still behind artificial neural network anns build information hypothesis inspire organisation call stochastic probability accommodation spa system concentrate gap spa map synapsis nerve cell snns chance space neuron connected pre synapsis represented cluster movement synaptic transmitter different cluster modeled brownian stochastic cognitive operation sender distribution adaptive different firing phase experimented wide reach existing unsupervised snn architecture achieved uniform performance improvement melioration classification accuracy reached mnist emnist datasets respectively
5
1,054,108
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hole misalignment gain performance gaseous electron multiplier considerably get laid shown increase performance gaseous electron multiplier gem depends sizing hole optical electronic scanner possible measure dimension hole predict performance gem however profit prognostication gem manufactured double masque etching technique straightforward golf hole size information solo potential make precise anticipation increase appearance alignment photo mask two position jewel hydrofoil bring important persona misalignment micron lower gain substantially study performed using helsinki high definition optical scanner quality control gem foil show true potential
17
309,039
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detecting scalar field extreme mass ratio inspirals study extreme mass ratio inspirals emris small body spiral supermassive black hole gravity theory additional scalar field first argue hair theorem property known theory manage circumvent introduce drastic simplification problem effect scalar supermassive black hole mostly negligible emris vast class theory exploit simplification model inspiral perturbatively demonstrate scalar charge small body leaf significant imprint gravitational wave emission although much higher precision needed waveform modelling result strongly suggest imprint observable lisa rendering emris promising probe scalar field
11
293,487
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pion kaon structure electron ion collider understanding origin dynamic hadron structure turn atomic nucleus central end atomic physic challenge entail question roughly gev volume scale characterizes atomic nucleus appear observe value enigmatically composite nambu goldstone ng boson quantum chromodynamics qcd abnormally sluttish equivalence perspective provide analysis mass budget pion proton qcd discus special role kaon prevarication good boundary dominance strong higgs mass coeval mechanism explain need coherent effort qcd phenomenology continuum calculation exa scale computing provided lattice qcd experiment make progress understanding origin hadron tidy sum distribution mass within compare unique capability foreseen electron ion collider eic hadron electron band accelerator hera previous electron proton collider describe five central experimental measurement enabled eic aimed delivering central insight generate concrete answer question mass structure arise pi meson kaon standard model ng mode whose surprisingly low mess critical evolution universe
16
894,170
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stress vitality tensor correlators world sheet large boundary symmetric orbifold theory recently argued adscft dual world sail description term wzw mannikin previous work populace sheet state department corresponding symmetric orbifold stress energy tensor identified calculate sure point function corresponding apex operator macrocosm sheet demonstrate bounty reproduce exactly one expects dual symmetric orbifold perspective
9
1,695,580
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thermalisation sterile neutrino early universe scheme full mixing matrix framework scheme additional inert state consider thermalisation sterile neutrino early universe taking account full mixing matrix evolution neutrino energy distribution found solving momentum dependent kinetic equation full diagonal collision term previous analysis flavour neutrino decoupling standard case degree thermalisation sterile state shown term effective number neutrino dependence three additional mixing angle squared mass difference discussed result relevant fixing contribution fourth light neutrino specie cosmological energy density whose value well constrained final planck analysis preferred region active sterile mixing parameter short baseline neutrino experiment find fourth state fully thermalised
7
1,576,128
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higgs potency cheeseparing criticality de sitter swampland like condition motivated recently proposed de sitter swampland conjecture officially condition impose rather convex real accurate effective potential contemplate equate original supposition modified condition admits broader class mouth energy effective theory local maximum andor imitation de sitter vacancy restriction long anti de broody hen vacuum observed accelerating enlargement universe power thence attributed quintessence metastable vacuum former resolution simplified better compatible phenomenological constraint thanks convexity effect potential among latter class result find enthralling hypothesis modified condition fact behind experimentally favor metastability higgs potential unstableness scale around planck scale
9
1,645,275
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algebraical description bispectrality biorthogonal rational function hahn type biorthogonal rational function type consistent grid provide simplest example rational function bispectrality property similar classic immaterial polynomial property described three difference operator tridiagonal respect three distinguishable stand relevant finite dimensional space pairwise commutator operator generate quadratic algebra blood related algebra askey wilson type attached hypergeometric multinomial
8
665,622
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finite size correction critical symmetry resolved entanglement presence conserved measure symmetry resolved entanglement randomness refinement common opinion entanglement entropy subsystem critical quantum system late point various setting measure generally obey entropy equipartition scale limit internet explorer suit self governing symmetry sphere paper examine finite size correction entropy equipartition phenomenon show nature symmetry grouping play crucial role case discrete symmetry grouping correction decay algebraically scheme size exponent related operator scaling dimension contrast case symmetry grouping correction decompose logarithmically system size theoretical account dependant prefactors show finding prefactors boil computation twisted overlap
13
1,234,797
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nlmemodeling wolfram mathematica package nonlinear mixed effect modeling dynamical system nonlinear mixed effect modeling powerful tool analyzing data several entity experiment paper present nlmemodeling package mixed effect modeling wolfram mathematica nlmemodeling support mixed effect modeling dynamical system underlying dynamic described either ordinary stochastic differential equation combined flexible observation error model moreover nlmemodeling user friendly package functionality model validation visual predictive check simulation capability package freely available provides flexible add wolfram mathematica
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information entropic measure non zero state confined hydrogen like ion relative pekan information iridium measure correlative fluctuation two chance density pursued bit quantum system quantum harmonic oscillator qho cardinal potential wit isotropic qho hydrogen particle pseudoharmonic potency php position momentum space causa state chosen character reference whereas central potential respective circular node le stand low radial quantum identification number state fall quantum number selected starting exact wave function expression ir space obtain close analytical form system careful psychoanalysis reveals qho ir coordinate space increase linearly quantum number likewise qho php varies single power radiate quantum number outer space atom depend principal azimuthal quantum number however fix ir conjugate quad initially advance rise fall also given always lessen
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1,209,008
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origin slow magnetic relaxation single molecule magnet exponential power law temperature dependence widely used fit experimental data magnetic relaxation time single molecular magnet derived theory show rule arise underling relaxation mechanism clarify condition occurrence theory solves puzzle lower expected orbach barrier found recent experiment elucidates result raman process disguise result highlight importance reducing rate direct tunneling ground state doublet achieve long time coherence magnetic molecule end large spin small transverse magnetic anisotropy reduce magnitude transition operator rigid ligand may weaken spin phonon coupling raise energy vibrational mode better screen acoustic phonons
2
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medium evolution static quark antiquark duad large limit study transition unlike vividness land static quark cheese antiquark pair singlet octet thermal sensitive done non perturbatively overwork infinite mass limit qcd study interesting used futurity ontogenesis within fabric effective field theory eft commingle technique alike lattice qcd adscft addition non perturbative data evolution quarkonium medium also study hold expression large limit appropriate learn lesson useful simplify phenomenological model quarkonium plasma
7
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quantum assisted associative adversarial network applying quantum annealing deep learning present algorithm learning latent variable generative model via generative adversarial learning canonical uniform noise input replaced sample graphical model graphical model learned boltzmann machine learns low dimensional feature representation data extracted discriminator quantum annealer wave used sample model algorithm join growing family algorithm use quantum annealing subroutine deep learning provides framework test advantage quantum assisted learning gans fully connected symmetric bipartite chimera graph topology compared reduced stochastically binarized mnist dataset classical quantum annealing sampling method quantum assisted associative adversarial network successfully learns generative model mnist dataset topology also applied lsun dataset bedroom class chimera topology evaluated using frechet inception distance inception score quantum classical version algorithm found equivalent performance learning implicit generative model mnist dataset
13
1,265,097
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constraining gravity theory gravitational stableness mass measuring size gravitationally bounded structure important trial soberness theory give radius different hypothesis fact presage different gravitational stability mass gsm necessary ensure stability structure presence dark energy compute gsm gravitationally bounded structure social function radius different scalar tensor hypothesis including generalized bran dicke equate theoretic prediction experimental data since gsm give lower bound tight constraint come object wad lower unmatched expected oecumenical relativity analysis different observational data typeset show modified gravity theory mgt compatible observational data case fit data better universal einstein theory relativity gr latter strong tension notice data long available provide conclusive evidence need qualifying gr largest diversion order galaxy cluster ngc hereafter data galaxy survey euclid mission could significant get strong constraint
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graphmdn leveraging graph structure deep learning solve inverse problem recent introduction graph neural network gnns growing popularity past year enabled application deep learning algorithm non euclidean graph structured data gnns achieved state art result across impressive array graph based machine learning problem nevertheless despite rapid pace development much work gnns focused graph classification embedding technique largely ignoring regression task graph data paper develop graph mixture density network graphmdn combine graph neural network mixture density network mdn output combining technique graphmdns advantage naturally able incorporate graph structured information neural architecture well ability model multi modal regression target graphmdns designed excel regression task wherein data graph structured target statistic better represented mixture density rather singular value called inverse problem demonstrate extend existing gnn architecture known semantic gcn semgcn graphmdn structure show result humanm pose estimation task extended model consistently outperforms gcn mdn architecture comparable number parameter
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isospin breaking fudge factor muon magnetic unusual person latticework qcd contribution present lattice calculation leading order electromagnetic hard isospin breaking ib fudge factor quark cheese connected hadronic vacuum polarization hvp contribution anomalous magnetic moment muon result obtained adopt rm approach quenched qed approximation using qcd standard measurement form return etm collaborationism dynamical quark three value lattice spacing fm several lattice volume pion mass mev extrapolation forcible pi meson mass continuum infinite volume limit donation light strange charm quark respectively adequate direct order obtain currently exact conclusion ib correction
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gauge mathematical group evariste galois object discipline ehresmann schauenburg bialgebroid noncommutative principal bundle quantization classical standard measurement groupoid principal bundle base algebra centre total space algebra standard measurement group noncommutative master bundle isomorphous group bisection bialgebroid particular consider galois object non trivial noncommutative bundle point sense bialgebroid hopf algebra collapse crossed faculty anatomical structure bisection automorphisms bialgebroid example include galois object group hopf algebra taft algebra
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double regge region production pair constitutes unrivaled golden transmission channel search intercrossed exotics explicit gluonic degree exemption understanding dynamic background associated production sonority part required impose extra constraint vibrancy origin consider chemical reaction measured compass show data gev described amplitude based dual regge exchange angulate distribution meson pair particular channel attributed flavor singlet exchange suggesting presence large gluon content pair strongly produced mesotron
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molecular simulation electrode solution interface many key industrial process electricity production conversion storage electrocatalysis electrochemistry general rely physical mechanism occurring interface metallic electrode electrolyte solution summarized concept electric double layer accumulationdepletion electron metal side ion liquid side electrostatic interaction play essential role structure thermodynamics dynamic reactivity electrode electrolyte interface property also crucially depend nature ion solvent well metal interface pose many challenge modeling place quantum chemistry meet statistical physic present review explore recent advance description understanding electrode electrolyte interface classical molecular simulation focus planar interface solvent based liquid pure solvent water salt electrolyte
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quantum state discrimination bayesian experimental design show quantum state discrimination sits neatly framework bayesian experimental design setting two main branch quantum state discrimination minimal error maximal confidence simply correspond two different utility function view allows straightforward extension mixing different discrimination task examining utility function describe multi objective discrimination task addition probability success total confidence resource monotone quantifying usefulness measurement give general condition utility function lead resource monotone resource theory quantum measurement
13
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sub optimal tracking switched system controlled subsystem fixed mode sequence using approximate dynamic programming optimal tracking switched system controlled subsystem discrete time dt dynamic investigated feedback control policy generated system track desired reference signal optimal switching time instant sought finding optimal solution approximate dynamic programming used simulation result provided illustrate effectiveness solution
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103,708
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measurement neutron beam profile back white neutron facility csns micromegas detector back white neutron beam line us back streaming white neutron spallation target china spallation neutron source used nuclear data measurement micromegas based neutron detector two variant specially developed measure beam spot distribution beam line article design fabrication characterization detector described result detector performance test presented include relative electron transparency gain gain uniformity neutron beam profile reconstruction capability result first measurement back neutron beam spot distribution also presented
2
1,445,826
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search possibly evolutionary linked globular open cluster based large sample galactic globular cluster obtained new estimate frequency globular cluster impact onto galactic plane found equal three event per myr computation involving new kinematical data support well known hypothesis possible origin open cluster stephenson result massive globular cluster cen crossing galactic disk result also support well known hypothesis globular cluster ngc could trigger formation open cluster ngc found first time six globular cluster could triggered formation open cluster crossing galactic plane globular cluster ngc ngc ngc ngc ngc ngc cluster identify one several open cluster possibly born via scenario opinion greatest interest pair ngc ruprecht ngc pismis
10
1,435,710
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local structure sprinkled causal set describe numerical analytical investigation causal set sprinkled spacetime manifold first part paper numerical study finite causal set sprinkled alexandrov subset minkowski spacetime dimension particular consider rank past sprinkled causet event set event two link past assigning one rank past event preferred past event yield preferred past structure recently proposed basis causal set dalembertian test six criterion selecting rank past subset one criterion performs particularly well uniquely selecting high probability preferred past satisfying desirable property second part paper concern infinite sprinkled causal set general spacetime manifold reviewing construction sprinkling process poisson measure consider various specific application among thing compute probability obtaining sprinkled causal set given isomorphism class combinatorial mean using correspondence causal set alexandrov subset dimensional minkowski spacetime order method also used compute expected size past infinity proportion total size sprinkled causal set
9
1,562,424
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profiled spectral line keplerian mob orbiting regular bardeen fatal hole spacetimes considering regular bardeen black hole spacetimes test observational effect general relativistic solution coupled non linear electrodynamics ned studying photon motion effective geometry governed spacetime geometry ned lagrangian nidus attention observationally important case profile spectral line generated ring radiating fixed relative frequency orbiting black hole along circular geodesic bardeen spacetime profile spectral line observed active astronomical nucleus microquasars giving sufficient data mental testing regular black hole expect radiating annulus could arise around galaxy fundamental supermassive black hole sgra related profiled spectral blood line could pay significant additional selective information obtained direct observation referable event purview gravity telescope demonstrate profiled spiritual line radiating border predict strong signature ned event photon motion wit frequency shift red edge spectrum specify profile one order comparison case profile generated purely spacetime geometry value charismatic charge tendency angle observer specific flux substantially suppressed extended keplerian disk even shape profiled line significantly modified due ned effect
11
267,452
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dour homology analysis deconfinement transition force polyakov line model persistent homology analysis applied effective polyakov line example rectangular lattice investigate confinement deconfinement nature lattice data map onto complex polyakov billet aeroplane without bring spacial average plane dissever three domain study base previous study cluster percolation property lattice qcd mathematical method analysis different spatial statistical distribution data individual domain analyzed apply persistent homology incur information multiscale structure center clustering confine phase information three domain demonstrate topologic tendency characterized birth death time hole estimated via filtration alpha complex data space deconfined phase consider configuration average ratio birth demise time hole construct nonlocal order parameter labor deconfinement transition multiscale topological property nerve centre cluster
19
426,629
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detection highly excited oh towards agb star new probe shocked gas extended atmosphere report detection investigate property high excitation lambda doubling line emission hydroxyl oh detected towards three asymptotic giant branch agb star hya dor ik tau using alma oh line produced close central star seem optically thin maser effect analyse molecular excitation using population diagram find rotational temperature column density cm hya dor hya observe emission vibrationally excited ho arising region oh emission moreover co emission also show brightness peak region considering optically thin emission rotational temperature derived oh find co column density time higher oh within area ma centred oh emission peak result considered tentative simple method employed observed oh line frequency differ significantly predicted transition frequency literature provide possibility using oh line observed agb star improve accuracy hamiltonian used oh molecule predict stronger oh lambda doubling line millimetre wavelength detected line good probe shocked gas extended atmosphere possibly even suitable probe magnetic field atmosphere close agb star zeeman effect
10
1,501,930
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standard characterize interact theory wightman framework propose criterion characterise interact theory suitable wightman fabric relativistic quantum field theory incorporates singularity speculation conjectured long time supported renormalization group hypothesis never excogitate mathematically nonperturbative wave procedure renormalization occurring theory shown necessarily equal zero except equal time sentencing relation etcr assumed since etcr justify general interacting field cannot oecumenical restricted astute time go model study condition universal validity interact theory conjecture characterizes either unsound composite corpuscle charge carrying particle become infraparticles comportment massless particle case qed fit electron expected confined qcd propose quark confinement criterion follows naturally line suggest work casher kogut susskind lowenstein swieca
8
672,642
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probing impact parameter dependant nuclear parton density double parton scattering heavy ion collision propose new method acting determine spatially impact parametric quantity pendent nuclear parton distribution function npdfs using twofold parton dust dp process high energy heavy ion proton nucleus nucleus nucleus collision derive simple generic dp rule nuclear hit accommodating atomic collision geometry spatially dependent nuclear modification effect assumption impact parameter dependence npdfs related nuclear heaviness function geometric outcome widely adopted shock spatially drug addicted nuclear limiting dp cross section overlooked far however significant initial nuclear modification large turn dp interbreeding section laboured ion hit provide useful selective information spatial dependence npdfs general prevail minimum bias atomic hit featuring virtue independence glauber modeling
14
961,235
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structure application bondi metzner sachs group work pedagogic review dedicated modern description bondi metzner sachs group curved infinite time taken account one suitably approach infinity minkowski space prison term particular focus asymptotically flat space time work concept asymptotic symmetry group space time canvas first two section derive asymptotic group following classical approach basically acquire bondi van den burg metzner sachs essentially group transmutation coordinate system certain type asymptotically flat blank space time third section conformal method notion asymptotic simplicity introduced come primarily work penrose surgical incision prepares another derivation bondi metzner sachs chemical group necessitate conformal structure thus geometric fundamental subsequent section discus belonging bondi metzner sachs group eg algebra possibility obtain subgroup poincare group crataegus oxycantha expect paper conclusion review bondi metzner sachs invariance property classic gravitational scattering discovered strominger finding application black hole physic quantum gravity literature
9
1,802,242
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glassy carbon paper microelectrode array enable voltage peak separated simultaneous detection dopamine serotonin using fast scan cyclic voltammetry progress real time coinciding vivo signal detection multiple neurotransmitter help accelerate advance neuroscience inquiry need development probe capable stable electrochemical detection rapid neurotransmitter fluctuation high sensitivity selectivity sub second temporal resolution therefore become compelling additionally higher spatial resolution multi channel capability required capture complex neurotransmission dynamic across different brain region research need inspire introduction glassy carbon gigahertz microelectrode array flexible polymer substrate carbon mem mem microfabrication process followed novel pattern transfer technique implantable gc microelectrodes offer singular advantage electrochemical detection electroactive neurotransmitter presence active carboxyl carbonyl hydroxyl functional group summation offer fast electron transfer dynamic capacitive electrochemical behaviour wide electrochemical windowpane combine use gc microelectrodes fast scan cyclic voltammetry fscv technique optimize co detection intropin serotonin vitro vivo demonstrate employ optimized fscv triangular waveform scan rate lower five holding switching potential respectively possible discriminate electric potential reduction oxidation bloom serotonin dopamine serotonin contributing distinct multiple oxidation prime taken together result present compelling case based mea platform rich active functional group allow repeatable stable detection electroactive multiple neurotransmitter concentration humble micromillimeter
5
1,005,658
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dynamical phase transition flow finite graph study time averaged flow model particle randomly hop finite directed graph limit number particle time window go infinity graph remains finite large deviation rate functional average flow given variational formulation involving path density flow give sufficient condition large deviation given time averaged flow determined path constant time consider class model discrete ring possible show better strategy obtained producing time dependent path phenomenon called dynamical phase transition known occur particle system hydrodynamic scaling limit thus extended setting finite graph
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1,469,215
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theta draw close gamma oscillation next generation neuronic mass model theta nested gamma oscillation reported many area mental capacity believed represent fundamental mechanic transfer information across spatial temporal scale series recent experiment vitro possible replicate optogenetic theta frequency stimulation several feature cross frequency coupling among theta da gamma rhythm observed behaving animal order magnitude reproduce main finding experiment considered new class neural hoi polloi model able reproduce exactly macroscopic active spiking nervous network framework examined two set ups able support collective gamma oscillation pyramidal interneuronal network gamma pink interneuronal network gamma ing set ups observe outgrowth theta nest gamma oscillation driving system sinusoidal theta forcing proximity hopf bifurcation mixed rhythm display always phase amplitude coupling however different character nested oscillation identified one characterized perfect stage locking theta gamma rhythm tally overall periodic behaviour another one locking imperfect dynamic quasi periodic yet chaotic analysis emerges locked state frequent ing set agreement experiment detect theta nested gamma oscillation forcing frequence range cyclessecond whose amplitude grow proportionately forcing clearly modulated theta phase variance experimental finding gamma power eyeshade shift higher frequency increase theta frequency effect obtain model incrementing fourth dimension also noise forcing amplitude
5
1,010,376
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lineament step political machine study molecular feature genescore present genescore construct feature reduction machine learning psychoanalysis biomedical data using expert knowledge genescore integrate different molecular data type single score show genescore superior binary matrix classification genus cancer entity snv indel cnv gene unification gene expression information genescore straightforward way facilitate state department art analysis fashioning use good service usable scientific cognition nature molecular data feature used
5
1,029,154
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mensuration higgs boson production rate association top quark cheese final state electron muon hadronically decaying tau lepton tev charge per unit higgs boson production association either one th two top quark measured final state containing multiple electron muon tau lepton decaying hadron neutrino using proton proton hit recorded heart mass energy tev cm experiment analyzed data correspond integrated luminousness fb analysis aimed result contain ww zz radioactive decay top quark cheese decay either leptonjets jet channel sensitivity signal maximized including touch analytic thinking depending lepton multiplicity detachment among th background enhance machine learning proficiency matrix element method acting measured production rate th signal correspond stat syst stat syst several standard model sm expectation corresponding observed expected significance amount standard deviation th production assuming higgs boson pair tau lepton equal military posture expectation sm coupling higgs boson top quark divided sm prospect constrained within confidence level result sensible measurement production rate date
17
349,086
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optimal control rotary motor single molecule experiment found near perfect thermodynamic efficiency rotary motor atp synthase help elucidate principle underlying nonequilibrium energetic efficiency stochastic machine investigate driving protocol minimize dissipation near equilibrium simple model rotary mechanochemical motor determined generalized friction coefficient simple model periodic friction coefficient peak near system energy barrier implies minimum dissipation protocol proceeds rapidly system overwhelmingly single macrostate slows significantly near energy barrier thereby harnessing thermal fluctuation kick system energy barrier minimal work input model also manifest phenomenon seen otherwise similar non periodic system sufficiently fast protocol effectively lap system lead non trivial tradeoff accuracy driving energetic cost find designed protocol perform naive protocol
4
1,506,507
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atomic coalition correlation subroutine derive round eyed formula relate cross section clean cluster production defined via coalescence factor ii proton correlativity function measure heavy ion hit formula generalise coalescence correlation recount found scheibl henry john heinz mrowczynski gaussian beginning mannequin motivates joint data based analysis hanbury dark brown twiss hbt clump yield measurement existing future datum lot
16
854,962
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cardinal limit theorem punctuate equilibrium current evolutionary biology manakin usually assume phenotype undergoes gradual change stark direct contrast biological intuition indicates change also punctuated phenotype start parachuting could especially come speciation ie dramatic modification occurs drive specie apart derive key limit theorem punctuated chemical equilibrium show adaptation fast weak convergence normality hold unevenness occurrence change disappear sentence
5
1,014,067
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excited state quantum phase transition bosonic lattice system center bosonic fretwork organization ask whether excited state quantum phase passage esqpt singularity occur condensed matter system ground state qpts study fussy spectral singularity soil state phase angle diagram boson hubbard model general prerequisite point analogy esqpts van hove uniqueness vhss
14
923,966
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high resolution mid infrared optical coherence tomography khz line rate report mid infrared mir oct based collinear sum frequency upconversion promote scan scan rate khz demonstrate increased imaging speed two spectral realization one providing axial resolution one providing record axial resolution image performance evaluated sub surface micro mapping plastic glove real time monitoring co parallel oct imaging
2
1,525,466
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unexampled type spectral mapping theorem quantum walk moving chemise graph formal spectral mapping theorem quantum walk applied walk employing shift operator whose square personal identity theorem give eigenvalue time evolution lift eigenvalue induced self adjoint matrix onto unit round complex plane acquire unexampled spectral mapping theorem grover walk shift wheeler dealer whose cube identity finite graphical record moreover graph consider quantum walk chemise operator characterized triangulation vociferation graphical record triangulable graph paper one deviation spiritual mathematical function theorem ceremonious one lifting eigenvalue onto unit circle give eigenvalue
13
1,276,678
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companion point locally analytic socle let prime number finite extension prove breuils locally analytic socle conjecture showing existence companion point definite patched eigenvariety work relies infinitesimal rt result patched eigenvariety comparison partially de rham family partially hodge tate family method allows particular find companion point non classical point
1
504,503
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form cistron full range grille qcd compute standard model semileptonic transmitter axial vector configuration broker decay across full range consumption lattice qcd use extremely improved staggered quark hisq action valence quark cheese enable normalise weak current nonperturbatively apply gluon study class including hisq ocean quark multiple hisq laboured quark mint mass finest wicket determine physical variety factor concept differential total rate discovery contains electroweak correction first uncertainty lattice calculation nd set aside long aloofness quantum electrodynamics outcome compute ratio obtain time value ratio decay rate agrees well latterly lhcb result determine mix lattice outcome across replete range experimental consequence lhcb comparison result normalised differential decay rate lhcb display good agreement also essay impact fresh physic union observables sensitive lepton smack universality violation
19
403,147
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armorial bearing conformal window investigate property expert conformal dynamic sphere large charge approaching lower boundary conformal window chirally broken phase elucidate feeler utilization clip honored example phenomenologically relevant su color theory feature dirac fermion transforming fundamental representation gauge mathematical group chirally low phase employment effective pi mesotron lagrangian featuring well pseudo dilaton seizure possible placid conformal non conformal form transit charge baryon symmetry lagrangian subject area impact earth province spectrum possibility well would conformal dimension low large charge operator furthermore report effect dependence fermion mass condition
19
486,038
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hyperheavy spherical toroidal nucleus role eggshell structure property toroidal hyperheavy even even nucleus role toroidal cuticle structure extensively studied within covariant density functional theory general trend evolution toroidal shape region nuclear chart established first sentence nucleus stable respect catch one breath deformation compact fat toroidal nucleus located neighborhood nuclear chart flimsy toroidal nucleus become prevailing increasing proton number moving towards proton neutron drip line role toroidal cuticle structure regularity supershell social organization shell gap well persona different group pair orbitals formation look detail miserable energy solution axile symmetry characterized either large shell gap low density single particle state vicinity fermi story least one subsystem proton neutron related quantum shell effect expected act instability breathing sausage deformation subsystem investigation large set covariant energy density functionals reveals satisfying proton neutron spherical shell gap exist functionals nucleus vicinity combination particle number form island stability spherical hyperheavy nucleus study suggests toroidal casing opening play substantial role stabilization productive toroidal nucleus
14
921,516
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screened monolithic expansion quark cheese cheese disseminator landau gage infrared behavior quark disseminator canvas one loop landau caliber using screened massive enlargement full qcd leash different resummation scheme quark ego get go shimmy expansion particular perturbation theory defines screened expansion together non received renormalization bare parametric quantity professor sufficient describe dynamical generation infrared quark mountain also chiral demarcation line analytically scale unspoilt stack mark people parameter whose value fixed fit grille data quench qcd quark mass purpose evidence good concord lattice termination quark cheese function hand show wrong qualitative deportment unity study resummation outline behavior qualitatively right sufficiently high free energy
19
465,172
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replacement armorial bearing possible long range communication olea europaea spatio temporal analysis typically performed botany statistical purgative reveals unyielding correlation olive yield range depend size average part mapping spatially correlated region reveals area mimic historic spread genus olea europaea fruit pattern singular given intensive nature modern agriculture cannot assign upwind due inability weather variable predict payoff long range correlation olive tree may indicate tenacious image communicating
5
1,094,703
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sup norm perturbation hosvd low rank tensor denoising higher order singular value decomposition hosvd tensor generalization matrix svd perturbation analysis hosvd random noise delicate matrix counterpart recently polynomial time algorithm proposed statistically optimal estimate singular subspace low rank tensor attainable euclidean norm article analyze sup norm perturbation bound hosvd introduce estimator singular subspace sharp deviation bound sup norm also investigate low rank tensor denoising estimator demonstrate fast convergence rate respect entry wise error sup norm perturbation bound reveal unconventional phase transition statistical learning application exact clustering high dimensional gaussian mixture model exact support recovery sub tensor localization addition bound established hosvd also elaborate one sided sup norm perturbation bound singular subspace unbalanced fat matrix
6
1,398,226
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chromatic homotopy theory asymptotically algebraic inspired ax kochen isomorphism theorem develop notion categorical ultraproducts capture generic behavior infinite collection mathematical object employ theory give asymptotic solution approximation problem chromatic homotopy theory precisely show ultraproduct local category non prinicipal ultrafilter set prime number equivalent ultraproduct certain algebraic category introduced franke show chromatic homotopy theory fixed height asymptotically algebraic
1
589,505
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three body manakin resonance threesome body mannequin resonance developed basis faddeev equation form space single channel approach using take account difference mass impersonal charged particle demonstrated splitting mass resonance take berth around mev according neutral charged speck configuration respectively calculation perform two set phenomenological potential latter interaction turn isospin singlet triplet state effect repugnance interaction volume system studied outcome spate polarization evaluated first clock time coulomb interaction verbal description rapport considered mass splitting resonance value range mev taking account charles augustin de coulomb personnel three body model potential different strength isospin vest triplet part related condition incur quasi bound three body united state department state also consider result sane agreement experimental mickle resonance
14
933,581
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two component nonlinear wave born infeld equation generalized perturbative reduction method used find two component vector breather solution born infeld equation shown solution two component nonlinear wave oscillates sum difference frequency wave number
12
764,969
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tough photoproduction diphoton large invariant mass electromagnetic probe proven effective way access dimensional body structure nucleon particularly thanks exclusive compton summons explore intemperate photoproduction large invariant bulk diphoton kinematical regime diphoton nearly forth invariant mass laborious musical scale enabling factorize scattering amplitude term generalized parton distribution amplitude peculiar interesting analytic anatomical structure calculate unpolarized cross division angular imbalance triggered linearly polarize photon beam
16
805,274
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house gain patent guinea pig worldwide ict industriousness study investigates relationship patenting activity productivity market competition firm stratum focus information communicating technology ict industry particular case innovative sector whose share modern economy polar purpose exploit financial chronicle patent activity fellowship manoeuver country identification strategy relies recent approach difference difference setup presence multiple period variant treatment time find company granted patent increase average market place part firm size capital intensity notably register significant wallop patenting firm productiveness challenging result reverse causality robustness check finding robust consider possession structure break letter patent owned parent caller subsidiary complement investigating analysis market allocation dynamic eventually argue policymakers reconsider business deal ipr protection market competition especially benefit firm fight immediately evident
18
1,592,485
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evaluating ising processing unit integer programming recent emergence novel computational device adiabatic quantum computer cmos annealers optical parametric oscillator present new opportunity hybrid optimization algorithm hardware accelerated device work propose idea ising processing unit computational abstraction reasoning emerging device challenge involved using benchmarking device presented commercial mixed integer programming solver proposed valuable tool validation disparate hardware platform proposed validation methodology demonstrated wave adiabatic quantum computer one example ising processing unit computational result demonstrate wave hardware consistently produce high quality solution suggests ipu technology matures could become valuable co processor hybrid optimization algorithm
1
535,279
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ghostfree quadratic curvature theory monumental spin spin particle deal generic derivative correction einstein gravity find new grade theory without ghost around minkowski background mean extension spacetime geometry accept riemann cartan geometry ie geometry non vanishing torsion consider possible condition lagrangian scaling dimension four first clarify number spin conservation parity particle mintage around minkowski background find particle specie spectre generic choice parameter special choice parameter hand would ghost become endlessly heavy thus removed physical contentedness particle specie bring condition coupling constant eliminate ghost find new quadratic curvature theory ghost free around minkowski background range parameter key feature theory exist non ghost massive spin particle non ghost monolithic spin corpuscle graviton propagator well massless spin graviton limit multitudinous mass torsion riemann cartan geometry scale riemannian geometry thus physical content particle metal money coincides well known quadratic curvature theory metric formalism ie massive twist ghost massive twist subatomic particle massless spin graviton ghost freedom set besides constraint upper bound mass torsion addition mentioned particle mintage trace free theory contains either set massive spin massive spin class twosome spin class ii additional particle specie mediate gravity sourced spin thing field
9
1,638,664
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periodic region complex motivic ext establish periodicity theorem ext complex motivic steenrod algebra element ext detects homotopy class motivic adam spectral sequence non nilpotent therefore generates tower result apart tower periodicity behaves classically
1
524,195
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comparison result electromagnetic form factor proton low goal body work comparison five parameterisations sachs form factor proton electric magnetic low momentum transfer shown simple model based two dipole admit parameter rms galvanic direction radius rms magnetic spoke proton suffices purpose phase angle shift analysis psa abject energy pion nucleon data replacement electromagnetic frame constituent presently apply eth model interaction parameterisation work enable removal prostate specific antigen research program largest part dependence extraneous root
14
919,429
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tightness forecast gore data example semiparametric bayesian perspective paper construct individual specific denseness forecast panel firm household using dynamic linear model common heterogenous coefficient cross sectional heteroskedasticity panel considered composition feature article large cross sectioned attribute short fourth dimension serial due shortsighted traditional method acting difficulty disentangling heterogeneous parameter daze contaminates reckon heterogeneous parameter tackle problem assume underlie distribution heterogeneous parameter model distribution nonparametrically give correlation heterogeneous argument initial condition well single specific regressors judge statistical distribution pooling information whole cross section together theoretically prove estimated common parameter estimated distribution heterogeneous parameter achieve posterior consistency density portend asymptotically converge oracle forecast methodologically develop simulation based ulterior sampling algorithmic program specifically addressing nonparametric density idea unobserved heterogeneous parameter monte carlo simulation application young firm dynamic demonstrate improvement density forecast relative alternate approach
18
1,610,924
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neural network approximation graph fourier transforms sparse sampling networked flow dynamic infrastructure monitoring critical safe operation sustainability water distribution network wdns large scale networked critical system complex cascade dynamic difficult predict ubiquitous monitoring expensive key challenge infer contaminant dynamic partial sparse monitoring data existing approach use multi objective optimisation find minimum set essential monitoring point lack performance guarantee theoretical framework first develop graph fourier transform gft operator compress networked contamination spreading dynamic identify essential principle data collection point inference performance guarantee build autoencoder ae inspired neural network nn generalize gft sampling process sample initial sampling set allowing small set data point largely reconstruct contamination dynamic real artificial wdns various source contamination tested obtain high accuracy reconstruction using around sample set general approach compression sampled recovery via neural network applied wide range networked infrastructure enable digital twin
3
187,807
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recent quarkonium measurement small system alice detector lhc lhc collision vim multiple parton interaction mpi fundamental ingredient particle production model including hard scale process like heavy quark production charm beauty quarkonium measurement high numerousness proton proton pp hit shed light purpose mpi hard momentum scale well interplay hard soft speck production mechanism accession quarkonium output measuring lower limit bias pp collision besides serving reference heavy ion collision collected center mass energy represent benchmark test various quantum chromodynamics based manikin contribution late quarkonium measurement performed alice collaboration pp collision several center mess doe presented comprehensive study multiplicity dependence quarkonium production tev based minimum bias high multiplicity triggered event also presented measurement include yield forward rapidity map charge corpuscle multiplicity density well latest numerousness dependent inclusive product measurement midrapidity based numerosity estimator covering different pseudorapidity region similar multiplicity dependent measure pb hit center mass energy tev also presented reported result compared available theoretical model calculation
16
868,801
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nucleon ground substance element antisymmetric quark tensor physic beyond standard role model enters well electroweak scale low energy effect described standard model effective field theory already attribute many operator involve antisymmetric quark tensor whose matrix element difficult constrain experiment aaron montgomery ward identity modest get go theorem contrast corresponding vector axial vector even scalar pseudoscalar current standardization determined lattice qcd analyticity unitarity often permit one predict momentum dependence large kinematic range part recent final result meson sector stretch method nucleon event combination magnetic pole dominance provide comprehensive assessment current status nucleon form divisor quark tensor
7
1,765,189
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discussion contribution functional model time varying random object dubey muller appear jr inspiring paper dubey muller dm extend pca case observation metric valued function alternative develop kernel pca approach show closely related dm approach kernel principal component kpcs simply defined dm require added complexity form object fpcs frechet score
6
1,413,743
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nonlocal stationary probability distribution escape rate active ornstein uhlenbeck particle evaluate steady state distribution escape rate active ornstein uhlenbeck particle aoup using method theory large deviation calculation carried small large memory time active force one dimension compare result obtained literature colored noise process emphasize relevance field active matter particular stress contrary equilibrium particle invariant measure active particle non local function potential fact many interesting consequence illustrate two phenomenon first active particle presence asymmetric barrier tend accumulate one side potential ratchet effect missing previous treatment second active particle escape deep metastable state without spending time bottom
4
1,362,802
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discovery hot transiting earth sized planet second temperate non transiting planet around dwarf gj toi present confirmation characterisation gj g toi hot earth sized planet orbiting dwarf star whose transiting signal first detected transiting exoplanet survey satellite te joint modelling follow radial velocity observation carmenes ird harp together extensive ground based photometric follow observation lcogt muscat muscat determined precise planetary mass radius additionally report discovery second temperate non transiting planet system gj minimum mass orbital period inner planet system gj one hottest transiting earth sized planet known thus far accompanied dynamical mass measurement make particularly attractive target thermal emission spectroscopy
10
1,372,671
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kinetic freeze property transverse momentum spectrum pi meson high energy proton proton collision transverse momentum spectrum negative positive pion produced mid pseudorapidity inelastic non single diffractive proton proton collision center mass energy mountain chain gev tev analyze blast wave tantrum ludwig boltzmann tsallis statistical distribution blast wave burst result well fitting data based data measured several collaboration particular principle superposition hagedorn map excitation purpose kinetic freeze temperature emission seed transverse flow velocity grow particle obtained give selection blast wave fit boltzmann statistical distribution hill gev drop dozen gev increase gev tev however excitation function obtained blast wave fit tsallis distribution show complex structure low hill another selection argument superposition usual step function increase generally quickly gev gev slightly gev complex structure likewise studying nucleus nucleus collision
14
920,817
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segmentation infrared breast image using multiresunet neural network breast cancer second leading cause death woman u early detection breast cancer key higher survival rate breast cancer patient investigating infrared ir thermography noninvasive adjunct mammography breast cancer screening ir imaging radiation free pain free non contact automatic segmentation breast area acquired full size breast ir image help limit area tumor search well reduce time effort cost manual segmentation autoencoder like convolutional deconvolutional neural network dcnn applied automatically segment breast area ir image previous study study applied state art deep learning segmentation model multiresunet consists encoder part capture feature decoder part precise localization used segment breast area using set breast ir image collected pilot study imaging breast cancer patient normal volunteer thermal infrared camera imager database used image acquired patient volunteer used thresholding method remove interference raw image remapped original bit bit cropped segmented bit image manually experiment using leave one cross validation loocv comparison ground truth image using tanimoto similarity show average accuracy multiresunet higher autoencoder multiresunet offer better approach segment breast ir image previous model
3
185,557
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discrete knowledge graph embedding based discrete optimization paper proposes discrete knowledge graph kg embedding dkge method project kg entity relation hamming space based computationally tractable discrete optimization algorithm solve formidable storage computation cost challenge traditional continuous graph embedding method convergence dkge guaranteed theoretically extensive experiment demonstrate dkge achieves superior accuracy classical hashing function map effective continuous embeddings discrete code besides dkge reach comparable accuracy much lower computational complexity storage compared many continuous graph embedding method
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bifurcation neuronal population dynamic modified theta model transition macroscopic gamma oscillation interaction inhibitory neuron produce gamma oscillation hz local field potential known involved function cognition attention study modified theta model considered investigate theoretical relationship microscopic structure inhibitory neuron gamma oscillation wide class distribution function tonic current individual neuron stability bifurcation gamma oscillation vlasov equation model investigated generalized spectral theory shown connection probability neuron increase pair generalized eigenvalue cross imaginary axis twice implies stable gamma oscillation exists connection probability value within suitable range hand distribution tonic current individual neuron lorentzian distribution vlasov equation reduced finite dimensional dynamical system bifurcation analysis reduced equation exhibit equivalent result generalized spectral theory also demonstrated numerical computation neuronal population follow analysis generalized spectral theory well bifurcation analysis reduced equation
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hamiltonian renormalization iii renormalisation flow dimensional free scalar field property rd paper series four renormalisation flow introduced act directly osterwalder schrader data data point without recourse route integral oxygen data consist hilbert space cyclic vacuum vector therein hamiltonian carry vacuity obtain measure measure respecting subset axiom previous composition successfully tested marriage proposal two dimensional monumental klein gordon role model could confirm framework find right fixed point starting natural initial naive discretisation finite resolve hamiltonians fussy underlying laplacian wicket innate coarse graining map drive renormalisation flow however several question remained unanswered generic initial discretisation coarse graining map order fixed point changed least lost son universal fixed point social organisation fix point fact static fixed point actually limit renormalisation sequence address question present paper
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multidimensional information serve deep learning pull flexible recognition whirl ray mode unlimited range land space orbital angulate momentum oam new degree exemption brightness attracted great attention optical communication field recently routine research applying deep learning recognition oam mode atmospheric turbulence however several limitation previous deep scholarship realisation method acting require incessant distance laser receiver make clumsy practical far know former deep learning method cannot sorting vortex beam incontrovertible negative topologic mission reduce information capacity multidimensional information assisted deep learning flexible recognition miadlfr method proposed letter miadlr utilize intensity profile also spectrum information recognize oam mode unlimited aloofness sign topological charge tc far know first time make use multidimensional information recognize oam mode first utilize spectrum information recognise oam mode recognition oam mode unlimited aloofness sign trusteeship council achieved miadlfr method make optical communication detection oam light much attractive
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transverse momentum dependence double parton scattering review describe status transverse momentum dependence tmd double parton scattering dp different region tmd dp discussed expression given dp cross section contribution make use much perturbative information possible region combined well single parton scattering obtain complete expression cross section particular emphasis put difference similarity transverse momentum dependence single parton scattering discus status factorisation proof double colour singlet production dp similar footing proof tmd factorisation single drell yan discus parton correlation give outlook possible research dp near future
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electronic structure ni doped eurbfeas unique crystal field splitting multiband rkky interaction relationship magnetism superconductivity one discussed topic iron based superconductors using first principle calculation studied electronic structure type iron based superconductor eurbfeas find crystal field splitting eurbfeas unique orbitals closer fermi level orbitals rkky interaction strength estimated approximately mev prestine eurbfeas upon ni doping fe site rkky interaction strength barely changed upon ni doping due highly anisotropic f multiband effect despite drastically reduced do finally pristine doped compound rkky interaction primarily mediated band due fe orbitalsour calculation suggest rkky interaction mediated orbital probably responsible magnetism eurbfeas change upon ni doping
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