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2D compact model to characterize phase separation in organic solar cell bulk heterojunctions (Conference Presentation)
2017
Organic, Hybrid, and Perovskite Photovoltaics XVIII 10363, 1036305, 2017
1
aH52nxkAAAAJ:e_rmSamDkqQC
Farimani
Mechanical Engineering
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A physics-informed diffusion model for high-fidelity flow field reconstruction
2023
Journal of Computational Physics 478, 111972, 2023
108
aH52nxkAAAAJ:7Hz3ACDFbsoC
Farimani
Mechanical Engineering
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A review on challenges and successes in atomic-scale design of catalysts for electrochemical synthesis of hydrogen peroxide
2020
Acs Catalysis 10 (14), 7495-7511, 2020
331
aH52nxkAAAAJ:XvxMoLDsR5gC
Farimani
Mechanical Engineering
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A study on the measurement of mean velocity and its convergence in molecular dynamics simulations
2011
International Journal for Numerical Methods in Fluids 67 (12), 2130-2140, 2011
18
aH52nxkAAAAJ:UeHWp8X0CEIC
Farimani
Mechanical Engineering
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AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing
2024
Additive Manufacturing Letters 11, 100232, 2024
2
aH52nxkAAAAJ:silx2ntsSuwC
Farimani
Mechanical Engineering
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AbGPT: De Novo Antibody Design via Generative Language Modeling
2024
arXiv preprint arXiv:2409.06090, 2024
0
aH52nxkAAAAJ:-DxkuPiZhfEC
Farimani
Mechanical Engineering
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Accelerating Lagrangian fluid simulation with graph neural networks
2020
ICLR 2021 SimDL Workshop 20, 2020
3
aH52nxkAAAAJ:OP4eGU-M3BUC
Farimani
Mechanical Engineering
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Accelerating Optimization Using Vectorized Moth-Flame Optimizer (vMFO)
2022
Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids …, 2022
7
aH52nxkAAAAJ:CaZNVDsoPx4C
Farimani
Mechanical Engineering
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Activation pathways of neurotensin receptor 1 elucidated using statistical machine learning
2022
ACS Chemical Neuroscience 13 (8), 1333-1341, 2022
5
aH52nxkAAAAJ:vDZJ-YLwNdEC
Farimani
Mechanical Engineering
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-0.03447897732257843, -0.046999748796224594, -0.05213702470064163, -0.0232560932636261 ]
Activity Map and Transition Pathways of G Protein-Coupled Receptor Revealed by Machine Learning
2023
Journal of Chemical Information and Modelling 63 (8), 2296–2304, 2023
10
aH52nxkAAAAJ:CdxZDUztZiMC
Farimani
Mechanical Engineering
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Adaptive grey wolf optimizer
2022
Neural Computing and Applications 34 (10), 7711-7731, 2022
87
aH52nxkAAAAJ:_OXeSy2IsFwC
Farimani
Mechanical Engineering
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Adsorb-Agent: Autonomous Identification of Stable Adsorption Configurations via Large Language Model Agent
2024
arXiv preprint arXiv:2410.16658, 2024
0
aH52nxkAAAAJ:0aBXIfxlw9sC
Farimani
Mechanical Engineering
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Adsorption kinetics dictate monolayer self-assembly for both lipid-in and lipid-out approaches to droplet interface bilayer formation
2015
Langmuir 31 (47), 12883-12893, 2015
83
aH52nxkAAAAJ:hMsQuOkrut0C
Farimani
Mechanical Engineering
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Airfoil Diffusion: Denoising Diffusion Model For Conditional Airfoil Generation
2024
arXiv preprint arXiv:2408.15898, 2024
0
aH52nxkAAAAJ:v6i8RKmR8ToC
Farimani
Mechanical Engineering
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Airfoil GAN: encoding and synthesizing airfoils for aerodynamic shape optimization
2023
Journal of Computational Design and Engineering 10 (4), 1350-1362, 2023
52
aH52nxkAAAAJ:SjuI4pbJlxcC
Farimani
Mechanical Engineering
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AlloyBERT: Alloy Property Prediction with Large Language Models
2024
Computational Material Science 244 (113256), 2024
1
aH52nxkAAAAJ:HJSXoJQnj-YC
Farimani
Mechanical Engineering
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An Energy-Saving Snake Locomotion Pattern Learned in a Physically Constrained Environment With Online Model-Based Policy Gradient Method
2023
Journal of Mechanisms and Robotics 15 (4), 041007, 2023
8
aH52nxkAAAAJ:lgwcVrK6X84C
Farimani
Mechanical Engineering
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Antibody subclass detection using graphene nanopores
2017
The journal of physical chemistry letters 8 (7), 1670-1676, 2017
29
aH52nxkAAAAJ:VaXvl8Fpj5cC
Farimani
Mechanical Engineering
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AugLiChem: data augmentation library of chemical structures for machine learning
2022
Machine Learning: Science and Technology 3 (4), 045015, 2022
35
aH52nxkAAAAJ:8xutWZnSdmoC
Farimani
Mechanical Engineering
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Autonomous Clay Sculpting from Human Demonstrations with Point Cloud Goal Conditioned Diffusion Policy
null
ICRA 2024 Workshop on 3D Visual Representations for Robot Manipulation, 0
0
aH52nxkAAAAJ:PkcyUWeTMh0C
Farimani
Mechanical Engineering
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BAPULM: Binding Affinity Prediction using Language Models
2024
arXiv preprint arXiv:2411.04150, 2024
0
aH52nxkAAAAJ:eAlLMO4JVmQC
Farimani
Mechanical Engineering
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BeadSight: An Inexpensive Tactile Sensor Using Hydro-Gel Beads
2024
IEEE Sensors Journal, 2024
1
aH52nxkAAAAJ:Xl6nMSl579sC
Farimani
Mechanical Engineering
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0.030115028843283653, 0.005318542942404747, 0.04425279423594475, 0.03274723142385483, 0.016228584572672844 ]
Binding pathway of opiates to μ-opioid receptors revealed by machine learning
2018
Biophysical Journal 114 (3), 62a-63a, 2018
16
aH52nxkAAAAJ:HbR8gkJAVGIC
Farimani
Mechanical Engineering
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Bio-informed protein sequence generation for multi-class virus mutation prediction
2020
bioRxiv, 2020.06. 11.146167, 2020
53
aH52nxkAAAAJ:HIFyuExEbWQC
Farimani
Mechanical Engineering
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CaFA: Global Weather Forecasting with Factorized Attention on Sphere
2024
arXiv preprint arXiv:2405.07395, 2024
2
aH52nxkAAAAJ:k_7cPK9k7w8C
Farimani
Mechanical Engineering
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Catalyst energy prediction with catberta: Unveiling feature exploration strategies through large language models
2023
ACS Catalysis 13 (24), 16032-16044, 2023
21
aH52nxkAAAAJ:ziOE8S1-AIUC
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
2
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
20
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
8
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
43
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
395
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
3
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
53
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
99
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
10
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
13
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
3
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
91
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
26
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
142
aH52nxkAAAAJ:WZBGuue-350C
Farimani
Mechanical Engineering
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Deep learning the physics of transport phenomena
2017
arXiv e-prints, arXiv: 1709.02432, 2017
4
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
26
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
24
aH52nxkAAAAJ:OBSaB-F7qqsC
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
26
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
110
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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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
66
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
236
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
19
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
0
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
0
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, 2024
1
aH52nxkAAAAJ:QsaTk4IG4EwC
Farimani
Mechanical Engineering
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FaultFormer: Pretraining Transformers for Adaptable Bearing Fault Classification
2024
IEEE Access, 2024
4
aH52nxkAAAAJ:aIdbFUkbNIkC
Farimani
Mechanical Engineering
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FaultNet: A deep convolutional neural network for bearing fault classification
2021
IEEE access 9, 25189-25199, 2021
79
aH52nxkAAAAJ:2VqYfGB8ITEC
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
1
aH52nxkAAAAJ:qe6vwMD2xtsC
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
85
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
6
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
15
aH52nxkAAAAJ:SGW5VrABaM0C
Farimani
Mechanical Engineering
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Generative Lattice Units with 3D Diffusion for Inverse Design: GLU3D
2024
Advanced Functional Materials, 2404165, 2024
6
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, 2024
1
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
60
aH52nxkAAAAJ:a3BOlSfXSfwC
Farimani
Mechanical Engineering
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Graph neural network-accelerated Lagrangian fluid simulation
2022
Computers & Graphics 103, 201-211, 2022
93
aH52nxkAAAAJ:gKiMpY-AVTkC
Farimani
Mechanical Engineering
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Graph neural networks accelerated molecular dynamics
2022
The Journal of Chemical Physics 156 (14), 2022
61
aH52nxkAAAAJ:GFxP56DSvIMC
Farimani
Mechanical Engineering
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Graph neural networks for molecules
2023
Machine Learning in Molecular Sciences, 21-66, 2023
30
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
9
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
24
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, 2024
1
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
71
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
11
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
72
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
11
aH52nxkAAAAJ:mUJArPsKIAAC
Farimani
Mechanical Engineering
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Inpainting Computational Fluid Dynamics with Deep Learning
2024
arXiv preprint arXiv:2402.17185, 2024
0
aH52nxkAAAAJ:eO3_k5sD8BwC
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
1
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-Craft: Robotic Crafting of Elasto-Plastic Objects with Large Language Models
2024
arXiv preprint arXiv:2406.08648, 2024
2
aH52nxkAAAAJ:CYCckWUYoCcC
Farimani
Mechanical Engineering
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Large Language Models Monitor and Control Additive Manufacturing
2024
2024 AIChE Annual Meeting, 2024
0
aH52nxkAAAAJ:2ywjKiB__4kC
Farimani
Mechanical Engineering
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Large language model agent as a mechanical designer
2024
arXiv preprint arXiv:2404.17525, 2024
8
aH52nxkAAAAJ:IsPWOBWtZBwC
Farimani
Mechanical Engineering
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Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations
2024
arXiv preprint arXiv:2402.17853, 2024
8
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
17
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
2
aH52nxkAAAAJ:hSRAE-fF4OAC
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
15
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
0
aH52nxkAAAAJ:isU91gLudPYC
Farimani
Mechanical Engineering
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MAB-OS: multi-armed bandits metaheuristic optimizer selection
2022
Applied Soft Computing 128, 109452, 2022
11
aH52nxkAAAAJ:48xauSegjOkC
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
86
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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