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2025-01-01 00:00:00
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Characterizing the Conformational States of G Protein Coupled Receptors Generated with AlphaFold
2025
arXiv preprint arXiv:2502.17628, 2025
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aH52nxkAAAAJ:-yGd096yOn8C
Farimani
Mechanical Engineering
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Combining physics-based and evolution-based methods to design antibodies against an evolving virus
2020
Biophysical Journal 118 (3), 482a, 2020
3
aH52nxkAAAAJ:8d8msizDQcsC
Farimani
Mechanical Engineering
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Computational approach to designing antibody for ebola virus
2016
Biophysical Journal 110 (3), 537a, 2016
3
aH52nxkAAAAJ:tYavs44e6CUC
Farimani
Mechanical Engineering
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Computational modeling of the wind erosion on a sinusoidal pile using a moving boundary method
2011
Geomorphology 130 (3-4), 299-311, 2011
19
aH52nxkAAAAJ:2osOgNQ5qMEC
Farimani
Mechanical Engineering
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Convolutional neural networks for melt depth prediction and visualization in laser powder bed fusion
2023
The International Journal of Advanced Manufacturing Technology 129 (7), 3047 …, 2023
10
aH52nxkAAAAJ:pAkWuXOU-OoC
Farimani
Mechanical Engineering
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Creativity in robot manipulation with deep reinforcement learning
2019
arXiv preprint arXiv:1910.07459, 2019
3
aH52nxkAAAAJ:9pM33mqn1YgC
Farimani
Mechanical Engineering
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Crystal twins: self-supervised learning for crystalline material property prediction
2022
npj Computational Materials 8 (1), 231, 2022
50
aH52nxkAAAAJ:6yz0xqPARnAC
Farimani
Mechanical Engineering
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DNA Base Detection Using a Single-Layer MoS2
2014
ACS nano 8 (8), 7914-7922, 2014
401
aH52nxkAAAAJ:vDijr-p_gm4C
Farimani
Mechanical Engineering
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DNA Detection Using a Single-Layer Phosphorene Nanopore
2023
ACS Applied Nano Materials 6 (9), 7814-7820, 2023
5
aH52nxkAAAAJ:prdVHNxh-e8C
Farimani
Mechanical Engineering
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DNA Detection with Single-Layer Ti3C2 MXene Nanopore
2021
ACS nano 15 (3), 4861-4869, 2021
61
aH52nxkAAAAJ:OcBU2YAGkTUC
Farimani
Mechanical Engineering
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DNA origami–graphene hybrid nanopore for DNA detection
2017
ACS applied materials & interfaces 9 (1), 92-100, 2017
104
aH52nxkAAAAJ:tuHXwOkdijsC
Farimani
Mechanical Engineering
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Data-driven identification of 2D partial differential equations using extracted physical features
2021
Computer Methods in Applied Mechanics and Engineering 381, 113831, 2021
20
aH52nxkAAAAJ:dBIO0h50nwkC
Farimani
Mechanical Engineering
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Deep Learning Fluid Mechanics
2017
APS Division of Fluid Dynamics Meeting Abstracts, E31. 004, 2017
3
aH52nxkAAAAJ:-FonjvnnhkoC
Farimani
Mechanical Engineering
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Deep Learning Phase Segregation
2018
arXiv e-prints, arXiv: 1803.08993, 2018
2
aH52nxkAAAAJ:86PQX7AUzd4C
Farimani
Mechanical Engineering
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Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring
2024
arXiv preprint arXiv:2409.13171, 2024
0
aH52nxkAAAAJ:YlPif8NxrbYC
Farimani
Mechanical Engineering
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Deep learning convective flow using conditional generative adversarial networks
2020
arXiv preprint arXiv:2005.06422, 2020
9
aH52nxkAAAAJ:HtEfBTGE9r8C
Farimani
Mechanical Engineering
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Deep learning for efficient reconstruction of high-resolution turbulent dns data
2020
arXiv preprint arXiv:2010.11348, 2020
16
aH52nxkAAAAJ:QYdC8u9Cj1oC
Farimani
Mechanical Engineering
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Deep learning for melt pool depth contour prediction from surface thermal images via vision transformers
2024
Additive Manufacturing Letters 11, 100243, 2024
4
aH52nxkAAAAJ:65Yg0jNCQDAC
Farimani
Mechanical Engineering
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Deep learning for reduced order modelling and efficient temporal evolution of fluid simulations
2021
Physics of Fluids 33 (10), 2021
99
aH52nxkAAAAJ:r_AWSJRzSzQC
Farimani
Mechanical Engineering
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Deep learning of material transport in complex neurite networks
2021
Scientific reports 11 (1), 11280, 2021
27
aH52nxkAAAAJ:3htObqc8RwsC
Farimani
Mechanical Engineering
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-0.023970693349838257, -0.010402071289718151, -0.032916147261857986, -0.03478238731622696 ]
Deep learning phase segregation
2018
arXiv preprint arXiv:1803.08993, 2018
6
aH52nxkAAAAJ:q3CdL3IzO_QC
Farimani
Mechanical Engineering
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Deep learning the physics of transport phenomena
2017
arXiv preprint arXiv:1709.02432, 2017
151
aH52nxkAAAAJ:DBa1UEJaJKAC
Farimani
Mechanical Engineering
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Deep reinforcement learning for predicting kinetic pathways to surface reconstruction in a ternary alloy
2021
Machine Learning: Science and Technology 2 (4), 045018, 2021
29
aH52nxkAAAAJ:LhH-TYMQEocC
Farimani
Mechanical Engineering
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Deep-learned generators of porosity distributions produced during metal Additive Manufacturing
2022
Additive Manufacturing 60, 103250, 2022
19
aH52nxkAAAAJ:NyGDZy8z5eUC
Farimani
Mechanical Engineering
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Denoise Pre-training on Non-equilibrium Molecules for Accurate and Transferable Neural Potentials
2023
Journal of Chemical Theory and Computation 19 (15), 5077–5087, 2023
28
aH52nxkAAAAJ:OBSaB-F7qqsC
Farimani
Mechanical Engineering
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Discovery of Spatter Constitutive Models in Additive Manufacturing Using Machine Learning
2025
arXiv preprint arXiv:2501.08922, 2025
0
aH52nxkAAAAJ:D_tqNUsBuKoC
Farimani
Mechanical Engineering
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Discovery of novel brain permeable and G protein-biased beta-1 adrenergic receptor partial agonists for the treatment of neurocognitive disorders
2017
PloS one 12 (7), e0180319, 2017
28
aH52nxkAAAAJ:oNZyr7d5Mn4C
Farimani
Mechanical Engineering
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Dissolution of monocrystalline silicon nanomembranes and their use as encapsulation layers and electrical interfaces in water-soluble electronics
2017
ACS nano 11 (12), 12562-12572, 2017
118
aH52nxkAAAAJ:Dip1O2bNi0gC
Farimani
Mechanical Engineering
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-0.02343815192580223, -0.0029905338305979967, 0.03067651577293873, -0.03225363790988922 ]
Dominant motion identification of multi-particle system using deep learning from video
2022
Neural Computing and Applications 34 (20), 18183-18193, 2022
8
aH52nxkAAAAJ:KbBQZpvPDL4C
Farimani
Mechanical Engineering
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Dual diffusion for unified image generation and understanding
2024
arXiv preprint arXiv:2501.00289, 2024
5
aH52nxkAAAAJ:qE4H1tSSYIIC
Farimani
Mechanical Engineering
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Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods
2020
arXiv preprint arXiv:2001.06725, 2020
2
aH52nxkAAAAJ:FAceZFleit8C
Farimani
Mechanical Engineering
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Efficient water desalination with graphene nanopores obtained using artificial intelligence
2021
npj 2D Materials and Applications 5 (1), 66, 2021
67
aH52nxkAAAAJ:yqoGN6RLRZoC
Farimani
Mechanical Engineering
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Electromechanical signatures for DNA sequencing through a mechanosensitive nanopore
2015
The journal of physical chemistry letters 6 (4), 650-657, 2015
25
aH52nxkAAAAJ:BUYA1_V_uYcC
Farimani
Mechanical Engineering
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Energy Dissipation in Monolayer MoS2 Electronics
2017
Nano letters 17 (6), 3429-3433, 2017
243
aH52nxkAAAAJ:k8Z6L05lTy4C
Farimani
Mechanical Engineering
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Engineering rotating apical-out airway organoid for assessing respiratory cilia motility
2022
IScience 25 (8), 2022
24
aH52nxkAAAAJ:wMgC3FpKEyYC
Farimani
Mechanical Engineering
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Existence of multiple phases of water at nanotube interfaces
2016
The Journal of Physical Chemistry C 120 (41), 23763-23771, 2016
75
aH52nxkAAAAJ:gsN89kCJA0AC
Farimani
Mechanical Engineering
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Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text
2024
arXiv preprint arXiv:2410.01137, 2024
1
aH52nxkAAAAJ:kJDgFkosVoMC
Farimani
Mechanical Engineering
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Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis
2024
arXiv preprint arXiv:2405.20397, 2024
1
aH52nxkAAAAJ:SIv7DqKytYAC
Farimani
Mechanical Engineering
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Fast Water Desalination with a Graphene–MoS2 Nanoporous Heterostructure
2024
ACS Applied Materials & Interfaces 16 (22), 29355-29363, 2024
5
aH52nxkAAAAJ:QsaTk4IG4EwC
Farimani
Mechanical Engineering
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FaultNet: A deep convolutional neural network for bearing fault classification
2021
IEEE access 9, 25189-25199, 2021
95
aH52nxkAAAAJ:2VqYfGB8ITEC
Farimani
Mechanical Engineering
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Faultformer: pretraining transformers for adaptable bearing fault classification
2024
IEEE Access, 2024
7
aH52nxkAAAAJ:aIdbFUkbNIkC
Farimani
Mechanical Engineering
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Fluid viscosity prediction leveraging computer vision and robot interaction
2024
Engineering Applications of Artificial Intelligence 135, 108603, 2024
3
aH52nxkAAAAJ:qe6vwMD2xtsC
Farimani
Mechanical Engineering
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Forecasting COVID-19 New Cases Using Transformer Deep Learning Model
2023
medRxiv, 2023.11. 02.23297976, 2023
2
aH52nxkAAAAJ:z6xuaG2dYH0C
Farimani
Mechanical Engineering
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Forecasting COVID-19 new cases using deep learning methods
2022
Computers in biology and medicine 144, 105342, 2022
92
aH52nxkAAAAJ:artPoR2Yc-kC
Farimani
Mechanical Engineering
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GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models
2024
Journal of Chemical Information and Modeling 64 (4), 1134-1144, 2024
9
aH52nxkAAAAJ:HhcuHIWmDEUC
Farimani
Mechanical Engineering
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GPT-MolBERTa: GPT Molecular Features Language Model for molecular property prediction
2023
arXiv:2310.03030, 2023
18
aH52nxkAAAAJ:SGW5VrABaM0C
Farimani
Mechanical Engineering
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Generative lattice units with 3d diffusion for inverse design: Glu3d
2024
Advanced Functional Materials 34 (41), 2404165, 2024
10
aH52nxkAAAAJ:UmS_249rOGwC
Farimani
Mechanical Engineering
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GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation
2024
Journal of Chemical Theory and Computation 20 (10), 4088-4098, 2024
3
aH52nxkAAAAJ:SnGPuo6Feq8C
Farimani
Mechanical Engineering
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Graph convolutional networks applied to unstructured flow field data
2021
Machine Learning: Science and Technology 2 (4), 045020, 2021
70
aH52nxkAAAAJ:a3BOlSfXSfwC
Farimani
Mechanical Engineering
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Graph neural network-accelerated Lagrangian fluid simulation
2022
Computers & Graphics 103, 201-211, 2022
94
aH52nxkAAAAJ:gKiMpY-AVTkC
Farimani
Mechanical Engineering
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0.04770130664110184, -0.010401388630270958, -0.007649980951100588, -0.01699436828494072 ]
Graph neural networks accelerated molecular dynamics
2022
The Journal of Chemical Physics 156 (14), 2022
70
aH52nxkAAAAJ:GFxP56DSvIMC
Farimani
Mechanical Engineering
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Graph neural networks for molecules
2023
Machine learning in molecular sciences, 21-66, 2023
53
aH52nxkAAAAJ:QyXJ3EUuO1IC
Farimani
Mechanical Engineering
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Heteroatom-doped transition metal nitrides for CO electrochemical reduction: A density functional theory screening study
2020
The Journal of Physical Chemistry C 124 (48), 26344-26351, 2020
10
aH52nxkAAAAJ:4vMrXwiscB8C
Farimani
Mechanical Engineering
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High-resolution melt pool thermal imaging for metals additive manufacturing using the two-color method with a color camera
2023
Additive Manufacturing 73, 103663, 2023
35
aH52nxkAAAAJ:AXkvAH5U_nMC
Farimani
Mechanical Engineering
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Hyena neural operator for partial differential equations
2023
APL Machine Learning 1 (4), 2023
4
aH52nxkAAAAJ:YsrPvlHIBpEC
Farimani
Mechanical Engineering
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IDP-Bert: Predicting Properties of Intrinsically Disordered Proteins Using Large Language Models
2024
The Journal of Physical Chemistry B 128 (49), 12030-12037, 2024
2
aH52nxkAAAAJ:DrR-2ekChdkC
Farimani
Mechanical Engineering
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Identification of amino acids with sensitive nanoporous MoS2: towards machine learning-based prediction
2018
npj 2D Materials and Applications 2 (1), 14, 2018
78
aH52nxkAAAAJ:Ug5p-4gJ2f0C
Farimani
Mechanical Engineering
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Identification of parametric dynamical systems using integer programming
2023
Expert Systems with Applications 219, 119622, 2023
14
aH52nxkAAAAJ:WHdLCjDvYFkC
Farimani
Mechanical Engineering
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Improving molecular contrastive learning via faulty negative mitigation and decomposed fragment contrast
2022
Journal of Chemical Information and Modeling 62 (11), 2713-2725, 2022
79
aH52nxkAAAAJ:tH6gc1N1XXoC
Farimani
Mechanical Engineering
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Inexpensive high fidelity melt pool models in additive manufacturing using generative deep diffusion
2024
Materials & Design 245, 113181, 2024
13
aH52nxkAAAAJ:mUJArPsKIAAC
Farimani
Mechanical Engineering
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Integrating multi-physics simulations and machine learning to define the spatter mechanism and process window in laser powder bed fusion
2024
arXiv preprint arXiv:2405.07823, 2024
2
aH52nxkAAAAJ:Hck25ST_3aIC
Farimani
Mechanical Engineering
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Isolating Specific vs. Non-Specific Binding Responses in Conducting Polymer Biosensors for Bio-Fingerprinting
2021
Sensors 21 (19), 6335, 2021
2
aH52nxkAAAAJ:oi2SiIJ9l4AC
Farimani
Mechanical Engineering
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Kinetic machine learning unravels ligand-directed conformational change of µ opioid receptor. bioRxiv
2017
2
aH52nxkAAAAJ:Aul-kAQHnToC
Farimani
Mechanical Engineering
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Kinetic machine learning unravels ligand-directed conformational change of μ opioid receptor
2018
Biophysical Journal 114 (3), 56a, 2018
10
aH52nxkAAAAJ:kz9GbA2Ns4gC
Farimani
Mechanical Engineering
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LLM-Drone: Aerial Additive Manufacturing with Drones Planned Using Large Language Models
2025
arXiv preprint arXiv:2503.17566, 2025
0
aH52nxkAAAAJ:CNPyR2KL9-0C
Farimani
Mechanical Engineering
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Large language model agent as a mechanical designer
2024
arXiv preprint arXiv:2404.17525, 2024
14
aH52nxkAAAAJ:IsPWOBWtZBwC
Farimani
Mechanical Engineering
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Latent neural PDE solver: A reduced-order modeling framework for partial differential equations
2025
Journal of Computational Physics 524, 113705, 2025
9
aH52nxkAAAAJ:pS0ncopqnHgC
Farimani
Mechanical Engineering
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Learning Lagrangian fluid dynamics with graph neural networks
2021
3
aH52nxkAAAAJ:LdasjJ6CEcoC
Farimani
Mechanical Engineering
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Learning from mistakes: Sampling strategies to efficiently train machine learning models for material property prediction
2023
Computational Materials Science 224, 112167, 2023
18
aH52nxkAAAAJ:jU7OWUQzBzMC
Farimani
Mechanical Engineering
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Llm-3D print: large language models to monitor and control 3D printing
2024
arXiv preprint arXiv:2408.14307, 2024
6
aH52nxkAAAAJ:hSRAE-fF4OAC
Farimani
Mechanical Engineering
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Llm-craft: Robotic crafting of elasto-plastic objects with large language models
2024
arXiv preprint arXiv:2406.08648, 2024
4
aH52nxkAAAAJ:CYCckWUYoCcC
Farimani
Mechanical Engineering
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Llm-sr: Scientific equation discovery via programming with large language models
2024
arXiv preprint arXiv:2404.18400, 2024
31
aH52nxkAAAAJ:jSAVyFp_754C
Farimani
Mechanical Engineering
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Low fidelity visuo-tactile pretraining improves vision-only manipulation performance
2024
arXiv preprint arXiv:2406.15639, 2024
2
aH52nxkAAAAJ:isU91gLudPYC
Farimani
Mechanical Engineering
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MAB-OS: multi-armed bandits metaheuristic optimizer selection
2022
Applied Soft Computing 128, 109452, 2022
14
aH52nxkAAAAJ:48xauSegjOkC
Farimani
Mechanical Engineering
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MAN: Multi-action networks learning
2022
arXiv preprint arXiv:2209.09329, 2022
3
aH52nxkAAAAJ:T_ojBgVMvoEC
Farimani
Mechanical Engineering
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MOFormer: Self-Supervised Transformer Model for Metal–Organic Framework Property Prediction
2023
Journal of the American Chemical Society 145 (5), 2958–2967, 2023
96
aH52nxkAAAAJ:wKETBy42zhYC
Farimani
Mechanical Engineering
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Machine Learning Harnesses Molecular Dynamics to Discover New Opioid Chemotypes
2018
arXiv preprint arXiv:1803.04479, 2018
12
aH52nxkAAAAJ:foquWX3nUaYC
Farimani
Mechanical Engineering
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Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization
2024
Nano letters 24 (10), 2953–2960, 2024
18
aH52nxkAAAAJ:rTD5ala9j4wC
Farimani
Mechanical Engineering
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Machine learning based approaches to accelerate energy materials discovery and optimization
2018
ACS energy letters 4 (1), 187-191, 2018
33
aH52nxkAAAAJ:hCrLmN-GePgC
Farimani
Mechanical Engineering
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Machine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems
2020
Journal of chemical theory and computation 16 (8), 4757-4775, 2020
191
aH52nxkAAAAJ:NXb4pA-qfm4C
Farimani
Mechanical Engineering
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ManufacturingNet: A machine learning toolbox for engineers
2023
SoftwareX 23, 101478, 2023
2
aH52nxkAAAAJ:1Ye0OR6EYb4C
Farimani
Mechanical Engineering
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Masked Autoencoders are PDE Learners
2024
Transactions on Machine Learning, 2024, 2024
2
aH52nxkAAAAJ:TlpoogIpr_IC
Farimani
Mechanical Engineering
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Masked pretraining strategy for neural potentials
2024
AIP Advances 14 (9), 2024
0
aH52nxkAAAAJ:zdjWy_NXXwUC
Farimani
Mechanical Engineering
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Materials informatics transformer: A language model for interpretable materials properties prediction
2023
arXiv preprint arXiv:2308.16259, 2023
10
aH52nxkAAAAJ:mKu_rENv82IC
Farimani
Mechanical Engineering
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Mechanical behavior of water filled C60
2013
Applied Physics Letters 103 (26), 2013
12
aH52nxkAAAAJ:Tyk-4Ss8FVUC
Farimani
Mechanical Engineering
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Mechanically modulated electronic properties of water-filled fullerenes
2015
Mrs Communications 5 (2), 305-310, 2015
14
aH52nxkAAAAJ:p__nRnzSRKYC
Farimani
Mechanical Engineering
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-0.03644246980547905, -0.0289008691906929, -0.04001457989215851, 0.005108613986521959, -0.03502151742577553 ]
Mechanisms for hydrolysis of silicon nanomembranes as used in bioresorbable electronics
2015
Adv. Mater 27 (11), 1857-1864, 2015
134
aH52nxkAAAAJ:Z5m8FVwuT1cC
Farimani
Mechanical Engineering
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MeltpoolNet: Melt pool characteristic prediction in Metal Additive Manufacturing using machine learning
2022
Additive Manufacturing 55, 102817, 2022
116
aH52nxkAAAAJ:uDGL6kOW6j0C
Farimani
Mechanical Engineering
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Mesh deep Q network: A deep reinforcement learning framework for improving meshes in computational fluid dynamics
2023
AIP Advances 13 (1), 2023
18
aH52nxkAAAAJ:kw52XkFRtyQC
Farimani
Mechanical Engineering
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Methods for engineering and use of ciliated organoids having native-like, apical-out polarity
2024
US Patent App. 18/568,091, 2024
0
aH52nxkAAAAJ:qwy9JoKyICEC
Farimani
Mechanical Engineering
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Minimizing human assistance: Augmenting a single demonstration for deep reinforcement learning
2023
2023 IEEE International Conference on Robotics and Automation (ICRA), 5027-5033, 2023
6
aH52nxkAAAAJ:BzfGm06jWhQC
Farimani
Mechanical Engineering
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Molecular contrastive learning of representations via graph neural networks
2022
Nature Machine Intelligence, 279–287, 2022
707
aH52nxkAAAAJ:Ak0FvsSvgGUC
Farimani
Mechanical Engineering
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Multi-peptide: multimodality leveraged language-graph learning of peptide properties
2024
Journal of Chemical Information and Modeling 65 (1), 83-91, 2024
3
aH52nxkAAAAJ:8Xgff_V0N9gC
Farimani
Mechanical Engineering
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Multi-scale time-stepping of partial differential equations with transformers
2024
Computer Methods in Applied Mechanics and Engineering 426, 116983, 2024
9
aH52nxkAAAAJ:w1MjKQ0l0TYC
Farimani
Mechanical Engineering
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Multimodal language and graph learning of adsorption configuration in catalysis
2024
Nature Machine Intelligence, 1-11, 2024
11
aH52nxkAAAAJ:kF1pexMAQbMC
Farimani
Mechanical Engineering
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Multimodal learning of heat capacity based on transformers and crystallography pretraining
2024
Journal of Applied Physics 135 (16), 2024
5
aH52nxkAAAAJ:JTqpx9DYBaYC
Farimani
Mechanical Engineering
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Multiscale modeling of droplet interface bilayer membrane networks
2015
Biomicrofluidics 9 (6), 2015
21
aH52nxkAAAAJ:ILKRHgRFtOwC
Farimani
Mechanical Engineering
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NANOGPT: A Query-Driven Large Language Model Retrieval-Augmented Generation System for Nanotechnology Research
2025
arXiv preprint arXiv:2502.20541, 2025
0
aH52nxkAAAAJ:zwpXiJ37cpgC
Farimani
Mechanical Engineering
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Nano-electro-mechanical pump: Giant pumping of water in carbon nanotubes
2016
Scientific reports 6 (1), 26211, 2016
24
aH52nxkAAAAJ:TIZ-Mc8IlK0C
Farimani
Mechanical Engineering
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Nanopores for detecting and sensing biological molecules
2015
University of Illinois at Urbana-Champaign, 2015
0
aH52nxkAAAAJ:LI9QrySNdTsC
Farimani
Mechanical Engineering
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