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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
175
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Farimani
Mechanical Engineering
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ManufacturingNet: A machine learning toolbox for engineers
2023
SoftwareX 23, 101478, 2023
1
aH52nxkAAAAJ:1Ye0OR6EYb4C
Farimani
Mechanical Engineering
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Masked Autoencoders are PDE Learners
2024
arXiv preprint arXiv:2403.17728, 2024
1
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
6
aH52nxkAAAAJ:mKu_rENv82IC
Farimani
Mechanical Engineering
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Mechanical behavior of water filled C60
2013
Applied Physics Letters 103 (26), 2013
14
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
13
aH52nxkAAAAJ:p__nRnzSRKYC
Farimani
Mechanical Engineering
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Mechanisms for hydrolysis of silicon nanomembranes as used in bioresorbable electronics
2015
Adv. Mater 27 (11), 1857-1864, 2015
125
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
91
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
13
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
4
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
539
aH52nxkAAAAJ:Ak0FvsSvgGUC
Farimani
Mechanical Engineering
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Multi-Peptide: Multimodality Leveraged Language-Graph Learning of Peptide Properties
2024
arXiv preprint arXiv:2407.03380, 2024
1
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
6
aH52nxkAAAAJ:w1MjKQ0l0TYC
Farimani
Mechanical Engineering
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Multimodal Language and Graph Learning of Adsorption Configuration in Catalysis
2024
arXiv preprint arXiv:2401.07408, 2024
4
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
2
aH52nxkAAAAJ:JTqpx9DYBaYC
Farimani
Mechanical Engineering
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Multiscale modeling of droplet interface bilayer membrane networks
2015
Biomicrofluidics 9 (6), 2015
18
aH52nxkAAAAJ:ILKRHgRFtOwC
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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Neural network predicts ion concentration profiles under nanoconfinement
2023
The Journal of Chemical Physics 159 (9), 2023
1
aH52nxkAAAAJ:L1USKYWJimsC
Farimani
Mechanical Engineering
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Numerical and experimental analysis of wind erosion on a sinusoidal pile
2011
Environmental fluid mechanics 11, 167-181, 2011
13
aH52nxkAAAAJ:9yKSN-GCB0IC
Farimani
Mechanical Engineering
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One ACT Play: Single Demonstration Behavior Cloning with Action Chunking Transformers
2023
arXiv preprint arXiv:2309.10175, 2023
9
aH52nxkAAAAJ:kWvqk_afx_IC
Farimani
Mechanical Engineering
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Online metaheuristic algorithm selection
2022
Expert Systems with Applications 201, 117058, 2022
15
aH52nxkAAAAJ:sJsF-0ZLhtgC
Farimani
Mechanical Engineering
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Openvr: Teleoperation for manipulation
2023
arXiv preprint arXiv:2305.09765, 2023
9
aH52nxkAAAAJ:1yWc8FF-_SYC
Farimani
Mechanical Engineering
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Orbital graph convolutional neural network for material property prediction
2020
Physical Review Materials 4 (9), 093801, 2020
127
aH52nxkAAAAJ:_5tno0g5mFcC
Farimani
Mechanical Engineering
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Ozark graphene nanopore for efficient water desalination
2021
The Journal of Physical Chemistry B 125 (40), 11256-11263, 2021
30
aH52nxkAAAAJ:Ehil0879vHcC
Farimani
Mechanical Engineering
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PLATO: Planning with LLMs and Affordances for Tool Manipulation
2024
arXiv preprint arXiv:2409.11580, 2024
0
aH52nxkAAAAJ:X9ykpCP0fEIC
Farimani
Mechanical Engineering
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Peptide-GPT: Generative Design of Peptides using Generative Pre-trained Transformers and Bio-informatic Supervision
2024
arXiv preprint arXiv:2410.19222, 2024
0
aH52nxkAAAAJ:RJOyoaXV5v8C
Farimani
Mechanical Engineering
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Peptidebert: A language model based on transformers for peptide property prediction
2023
The Journal of Physical Chemistry Letters 14 (46), 10427-10434, 2023
19
aH52nxkAAAAJ:PyEswDtIyv0C
Farimani
Mechanical Engineering
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Physics informed token transformer for solving partial differential equations
2024
Machine Learning: Science and Technology 5 (1), 015032, 2024
12
aH52nxkAAAAJ:BrOSOlqYqPUC
Farimani
Mechanical Engineering
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Picl: Physics informed contrastive learning for partial differential equations
2024
arXiv preprint arXiv:2401.16327, 2024
3
aH52nxkAAAAJ:kzcSZmkxUKAC
Farimani
Mechanical Engineering
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Potential neutralizing antibodies discovered for novel corona virus using machine learning
2021
Scientific reports 11 (1), 5261, 2021
122
aH52nxkAAAAJ:anf4URPfarAC
Farimani
Mechanical Engineering
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Predicting CO2 Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks
2022
ACS Sustainable Chemistry & Engineering 10 (50), 16681-16691, 2022
23
aH52nxkAAAAJ:U4n9YNQMCAIC
Farimani
Mechanical Engineering
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Predicting interannual variability of climate using deep learning
2019
APS division of fluid dynamics meeting abstracts, G20. 007, 2019
4
aH52nxkAAAAJ:YohjEiUPhakC
Farimani
Mechanical Engineering
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Prediction of GPCR activity using machine learning
2022
Computational and Structural Biotechnology Journal 20, 2564-2573, 2022
23
aH52nxkAAAAJ:jL-93Qbq4QoC
Farimani
Mechanical Engineering
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Pretraining Strategies for Structure Agnostic Material Property Prediction
2024
Journal of Chemical Information and Modeling 64 (3), 627-637, 2024
3
aH52nxkAAAAJ:5bg8sr1QxYwC
Farimani
Mechanical Engineering
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Pretraining a Neural Operator in Lower Dimensions
2024
arXiv preprint arXiv:2407.17616, 2024
1
aH52nxkAAAAJ:2v_ZtQDX9iAC
Farimani
Mechanical Engineering
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Prototype memory and attention mechanisms for few shot image generation
2022
Proceedings of the Eleventh International Conference on Learning …, 2022
23
aH52nxkAAAAJ:lvd772isFD0C
Farimani
Mechanical Engineering
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Query2CAD: Generating CAD models using natural language queries
2024
arXiv preprint arXiv:2406.00144, 2024
1
aH52nxkAAAAJ:sA9dB-pw3HoC
Farimani
Mechanical Engineering
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Reaction diffusion system prediction based on convolutional neural network
2020
Scientific reports 10 (1), 3894, 2020
77
aH52nxkAAAAJ:LO7wyVUgiFcC
Farimani
Mechanical Engineering
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-0.007286231964826584, 0.014967100694775581, 0.020979255437850952, -0.0558454766869545, -0.03054869920015335 ]
Reduced thermal conductivity of supported and encased monolayer and bilayer MoS2
2020
2D Materials 8 (1), 011001, 2020
41
aH52nxkAAAAJ:6ZxmRoH8BuwC
Farimani
Mechanical Engineering
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Reduced-order modeling of fluid flows with transformers
2023
Physics of Fluids 35 (5), 2023
21
aH52nxkAAAAJ:WC9gN4BGCRcC
Farimani
Mechanical Engineering
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RoboCup@ Home 2009-Senior Robocit (Iran)
null
0
aH52nxkAAAAJ:AvfA0Oy_GE0C
Farimani
Mechanical Engineering
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Robochop: Autonomous framework for fruit and vegetable chopping leveraging foundational models
2023
arXiv preprint arXiv:2307.13159, 2023
10
aH52nxkAAAAJ:jFemdcug13IC
Farimani
Mechanical Engineering
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Rotational motion of a single water molecule in a buckyball
2013
Physical Chemistry Chemical Physics 15 (41), 17993-18000, 2013
79
aH52nxkAAAAJ:IjCSPb-OGe4C
Farimani
Mechanical Engineering
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Scalable transformer for pde surrogate modeling
2024
Advances in Neural Information Processing Systems 36, 2024
31
aH52nxkAAAAJ:6bLC7aUMtPcC
Farimani
Mechanical Engineering
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SculptDiff: Learning Robotic Clay Sculpting from Humans with Goal Conditioned Diffusion Policy
2024
arXiv preprint arXiv:2403.10401, 2024
3
aH52nxkAAAAJ:69ZgNCALVd0C
Farimani
Mechanical Engineering
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Sculptbot: Pre-trained models for 3d deformable object manipulation
2024
2024 IEEE International Conference on Robotics and Automation (ICRA), 12548 …, 2024
8
aH52nxkAAAAJ:RoXSNcbkSzsC
Farimani
Mechanical Engineering
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Simultaneous Electrochemical Exfoliation and Covalent Functionalization of MoS2 Membrane for Ion Sieving
2022
Advanced Materials 34 (26), 2201416, 2022
70
aH52nxkAAAAJ:4X0JR2_MtJMC
Farimani
Mechanical Engineering
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Snip: Bridging mathematical symbolic and numeric realms with unified pre-training
2024
International Conference on Learning Representation, 2024
10
aH52nxkAAAAJ:1DsIQWDZLl8C
Farimani
Mechanical Engineering
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Solution-phase conformation and dynamics of conjugated isoindigo-based donor–acceptor polymer single chains
2017
The Journal of Physical Chemistry Letters 8 (22), 5479-5486, 2017
32
aH52nxkAAAAJ:S16KYo8Pm5AC
Farimani
Mechanical Engineering
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Spatial diffusion of water in carbon nanotubes: from fickian to ballistic motion
2011
The Journal of Physical Chemistry B 115 (42), 12145-12149, 2011
209
aH52nxkAAAAJ:u5HHmVD_uO8C
Farimani
Mechanical Engineering
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Strategies for Pretraining Neural Operators
2024
arXiv preprint arXiv:2406.08473, 2024
2
aH52nxkAAAAJ:DyXnQzXoVgIC
Farimani
Mechanical Engineering
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StressD: 2D Stress estimation using denoising diffusion model
2023
Computer Methods in Applied Mechanics and Engineering 416, 116343, 2023
22
aH52nxkAAAAJ:Ade32sEp0pkC
Farimani
Mechanical Engineering
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Stressgan: A generative deep learning model for two-dimensional stress distribution prediction
2021
Journal of Applied Mechanics 88 (5), 051005, 2021
110
aH52nxkAAAAJ:umqufdRvDiIC
Farimani
Mechanical Engineering
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Surrogate modeling of melt pool temperature field using deep learning
2023
Additive Manufacturing Letters 5, 100123, 2023
26
aH52nxkAAAAJ:MhiOAD_qIWkC
Farimani
Mechanical Engineering
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TPU-GAN: Learning temporal coherence from dynamic point cloud sequences
2021
International Conference on Learning Representations, 2021
2
aH52nxkAAAAJ:fbc8zXXH2BUC
Farimani
Mechanical Engineering
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Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
2024
arXiv preprint arXiv:2410.01153, 2024
0
aH52nxkAAAAJ:wE-fMHVdjMkC
Farimani
Mechanical Engineering
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-0.003062313422560692, 0.04573318362236023, -0.04722950980067253, -0.02538461983203888 ]
The diffusion mechanism of water in conductive metal–organic frameworks
2022
Physical Chemistry Chemical Physics 24 (40), 24852-24859, 2022
5
aH52nxkAAAAJ:jgBuDB5drN8C
Farimani
Mechanical Engineering
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The role of external defects in chemical sensing of graphene field-effect transistors
2013
Nano letters 13 (5), 1962-1968, 2013
166
aH52nxkAAAAJ:u-x6o8ySG0sC
Farimani
Mechanical Engineering
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Thermal boundary conductance of the MOS2-SiO2interface
2017
2017 IEEE 17th International Conference on Nanotechnology (IEEE-NANO), 26-29, 2017
5
aH52nxkAAAAJ:i2xiXl-TujoC
Farimani
Mechanical Engineering
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Thermal boundary conductance of two-dimensional MoS2 interfaces
2019
Journal of Applied Physics 126 (5), 2019
50
aH52nxkAAAAJ:5qfkUJPXOUwC
Farimani
Mechanical Engineering
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Thermal control of laser powder bed fusion using deep reinforcement learning
2021
Additive Manufacturing 46, 102033, 2021
81
aH52nxkAAAAJ:bKqednn6t2AC
Farimani
Mechanical Engineering
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Thermal transport in from molecular dynamics using different empirical potentials
2019
Physical Review B 99 (5), 054303, 2019
75
aH52nxkAAAAJ:ClCfbGk0d_YC
Farimani
Mechanical Engineering
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ThermoPore: Predicting Part Porosity Based on Thermal Images Using Deep Learning
2024
arXiv preprint arXiv:2404.16882, 2024
2
aH52nxkAAAAJ:UuEBAcK4md4C
Farimani
Mechanical Engineering
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Thermodynamic insight into spontaneous hydration and rapid water permeation in aquaporins
2014
Applied physics letters 105 (8), 2014
41
aH52nxkAAAAJ:uWiczbcajpAC
Farimani
Mechanical Engineering
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Three-dimensional ship hull encoding and optimization via deep neural networks
2022
Journal of Mechanical Design 144 (10), 101701, 2022
13
aH52nxkAAAAJ:0CzhzZyukY4C
Farimani
Mechanical Engineering
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Titanium carbide MXene for water desalination: a molecular dynamics study
2021
ACS Applied Nano Materials 4 (6), 6145-6151, 2021
62
aH52nxkAAAAJ:yMeIxYmEMEAC
Farimani
Mechanical Engineering
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TransPolymer: a Transformer-based language model for polymer property predictions
2023
npj Computational Materials 9 (1), 64, 2023
53
aH52nxkAAAAJ:ALROH1vI_8AC
Farimani
Mechanical Engineering
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Transformer for partial differential equations' operator learning
2022
Transactions on Machine Learning Research, 2022
111
aH52nxkAAAAJ:4xDN1ZYqzskC
Farimani
Mechanical Engineering
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0.02636853978037834, 0.018351171165704727, -0.019444910809397697, 0.03585761412978172 ]
Transformer-based planning for symbolic regression
2023
Advances in Neural Information Processing Systems 36, 45907-45919, 2023
18
aH52nxkAAAAJ:owLR8QvbtFgC
Farimani
Mechanical Engineering
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Transition metal dichalcogenide-based functional membrane: Synthesis, modification, and water purification applications
2023
Matter 6 (1), 59-96, 2023
18
aH52nxkAAAAJ:FiytvqdAVhgC
Farimani
Mechanical Engineering
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Ultrathin, transferred layers of thermally grown silicon dioxide as biofluid barriers for biointegrated flexible electronic systems
2016
Proceedings of the National Academy of Sciences 113 (42), 11682-11687, 2016
216
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Farimani
Mechanical Engineering
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-0.008208436891436577, -0.06395376473665237, 0.01585879921913147, -0.012625379487872124 ]
Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering
2021
Computers in biology and medicine 138, 104915, 2021
39
aH52nxkAAAAJ:nZcligLrVowC
Farimani
Mechanical Engineering
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Unveiling Switching Function of Amino Acids in Proteins Using a Machine Learning Approach
2023
Journal of Chemical Theory and Computation, 2023
4
aH52nxkAAAAJ:-nhnvRiOwuoC
Farimani
Mechanical Engineering
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VecMetaPy: a vectorized framework for metaheuristic optimization in Python
2022
Advances in Engineering Software 166, 103092, 2022
4
aH52nxkAAAAJ:5MTHONV0fEkC
Farimani
Mechanical Engineering
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-0.036076657474040985, 0.02893020771443844, 0.006721143610775471, -0.027112284675240517 ]
Visuo-Tactile Pretraining for Cable Plugging
2024
arXiv preprint arXiv:2403.11898, 2024
6
aH52nxkAAAAJ:mWEH9CqjF64C
Farimani
Mechanical Engineering
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Water desalination with a single-layer MoS2 nanopore
2015
Nature communications 6 (1), 8616, 2015
760
aH52nxkAAAAJ:L7CI7m0gUJcC
Farimani
Mechanical Engineering
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Water desalination with two-dimensional metal–organic framework membranes
2019
Nano letters 19 (12), 8638-8643, 2019
145
aH52nxkAAAAJ:bz8QjSJIRt4C
Farimani
Mechanical Engineering
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Weakly-supervised deep learning of heat transport via physics informed loss
2018
arXiv preprint arXiv:1807.11374, 2018
71
aH52nxkAAAAJ:FPJr55Dyh1AC
Farimani
Mechanical Engineering
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Which 2D Material is Better for DNA Detection: Graphene, MoS2, or MXene?
2022
Nano Letters 22 (19), 7874-7881, 2022
18
aH52nxkAAAAJ:zCSUwVk65WsC
Farimani
Mechanical Engineering
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Why is Single-Layer MoS2 a More Energy Efficient Membrane for Water Desalination?
2020
ACS Energy Letters 5 (7), 2217-2222, 2020
91
aH52nxkAAAAJ:4hFrxpcac9AC
Farimani
Mechanical Engineering
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Zero-Shot Uncertainty Quantification using Diffusion Probabilistic Models
2024
arXiv preprint arXiv:2408.04718, 2024
0
aH52nxkAAAAJ:g5Ck-dwhA_QC
Farimani
Mechanical Engineering
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A Combined Online Learning/In-Class Activity Approach to Teach Systems Thinking and Systems Engineering Skills to Freshman Engineering Students
2021
2021 ASEE Virtual Annual Conference Content Access, 2021
1
UIS_G1YAAAAJ:D03iK_w7-QYC
Bedillion
Mechanical Engineering
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A Comprehensive Approach to Power Plant Toxic Release Inventories
1998
PROC A WASTE MANAGE ASSOC ANNU MEET EXHIB, 17, 1998
2
UIS_G1YAAAAJ:WF5omc3nYNoC
Bedillion
Mechanical Engineering
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A Programmable Substrate to Study Robots Jumping from Non-rigid Surfaces
2024
IEEE Robotics and Automation Letters, 2024
0
UIS_G1YAAAAJ:f2IySw72cVMC
Bedillion
Mechanical Engineering
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A distributed manipulation concept using selective braking
2014
2014 American Control Conference, 3322-3328, 2014
9
UIS_G1YAAAAJ:TQgYirikUcIC
Bedillion
Mechanical Engineering
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A novel study of head motion hysteresis issues in contact probe recording systems
2009
Microsystem technologies 15 (4), 595-606, 2009
2
UIS_G1YAAAAJ:roLk4NBRz8UC
Bedillion
Mechanical Engineering
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Actuator Array Dynamics Incorporating Actuator Inertia
2013
ASME International Mechanical Engineering Congress and Exposition 56246 …, 2013
0
UIS_G1YAAAAJ:mB3voiENLucC
Bedillion
Mechanical Engineering
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Actuator Array Manipulation Using Low Resolution Local Sensing
2014
ASME International Mechanical Engineering Congress and Exposition 46476 …, 2014
1
UIS_G1YAAAAJ:e5wmG9Sq2KIC
Bedillion
Mechanical Engineering
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Actuator assembly providing two-dimensional movement of a moveable element in a data storage device
2011
US Patent 7,924,692, 2011
8
UIS_G1YAAAAJ:_kc_bZDykSQC
Bedillion
Mechanical Engineering
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An arduino-based hardware platform for a mechanical engineering sophomore design course
2018
2018 ASEE Annual Conference & Exposition, 2018
8
UIS_G1YAAAAJ:u_35RYKgDlwC
Bedillion
Mechanical Engineering
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Building and Revising an Assessment to Measure Students’ Self-Efficacy in Systems Thinking
2021
2021 ASEE Virtual Annual Conference Content Access, 2021
1
UIS_G1YAAAAJ:yD5IFk8b50cC
Bedillion
Mechanical Engineering
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Charge-based scanning probe readback of nanometer-scale ferroelectric domain patterns at megahertz rates
2009
Nanotechnology 20 (22), 225501, 2009
21
UIS_G1YAAAAJ:d1gkVwhDpl0C
Bedillion
Mechanical Engineering
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Comparison of suspension-based and slider-based microactuators for track following performance
2004
The 8th IEEE International Workshop on Advanced Motion Control, 2004. AMC'04 …, 2004
4
UIS_G1YAAAAJ:UeHWp8X0CEIC
Bedillion
Mechanical Engineering
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Control for a Two-Link Planar Robot With an Actuated Tail
2018
ASME International Mechanical Engineering Congress and Exposition 52033 …, 2018
1
UIS_G1YAAAAJ:GnPB-g6toBAC
Bedillion
Mechanical Engineering
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Control for actuator arrays
2009
The International Journal of Robotics Research 28 (7), 868-882, 2009
12
UIS_G1YAAAAJ:LkGwnXOMwfcC
Bedillion
Mechanical Engineering
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Control for robots with braking actuators in a uniform force field
2015
ASME International Mechanical Engineering Congress and Exposition 57397 …, 2015
6
UIS_G1YAAAAJ:_Qo2XoVZTnwC
Bedillion
Mechanical Engineering
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DYNAMICS AND CONTROL UNDER SLIP AND NO-SLIP CONTACT FOR THE MODULAR DISTRIBUTED MANIPULATOR SYSTEM
2001
0
UIS_G1YAAAAJ:8k81kl-MbHgC
Bedillion
Mechanical Engineering
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