Amir Barati Farimani
Amir Barati Farimani
Russell V. Trader Associate Professor at Carnegie Mellon University
Verified email at - Homepage
Cited by
Cited by
Water desalination with a single-layer MoS2 nanopore
M Heiranian, AB Farimani, NR Aluru
Nature communications 6 (1), 8616, 2015
Molecular contrastive learning of representations via graph neural networks
Y Wang, J Wang, Z Cao, A Barati Farimani
Nature Machine Intelligence, 279–287, 2022
DNA Base Detection Using a Single-Layer MoS2
AB Farimani, K Min, NR Aluru
ACS nano 8 (8), 7914-7922, 2014
A review on challenges and successes in atomic-scale design of catalysts for electrochemical synthesis of hydrogen peroxide
S Siahrostami, SJ Villegas, AH Bagherzadeh Mostaghimi, S Back, ...
Acs Catalysis 10 (14), 7495-7511, 2020
Energy Dissipation in Monolayer MoS2 Electronics
E Yalon, CJ McClellan, KKH Smithe, M Muñoz Rojo, RL Xu, ...
Nano letters 17 (6), 3429-3433, 2017
Ultrathin, transferred layers of thermally grown silicon dioxide as biofluid barriers for biointegrated flexible electronic systems
H Fang, J Zhao, KJ Yu, E Song, AB Farimani, CH Chiang, X Jin, Y Xue, ...
Proceedings of the National Academy of Sciences 113 (42), 11682-11687, 2016
Spatial diffusion of water in carbon nanotubes: from fickian to ballistic motion
A Barati Farimani, NR Aluru
The Journal of Physical Chemistry B 115 (42), 12145-12149, 2011
Machine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems
P Gkeka, G Stoltz, A Barati Farimani, Z Belkacemi, M Ceriotti, JD Chodera, ...
Journal of chemical theory and computation 16 (8), 4757-4775, 2020
The role of external defects in chemical sensing of graphene field-effect transistors
B Kumar, K Min, M Bashirzadeh, AB Farimani, MH Bae, D Estrada, ...
Nano letters 13 (5), 1962-1968, 2013
Water desalination with two-dimensional metal–organic framework membranes
Z Cao, V Liu, A Barati Farimani
Nano letters 19 (12), 8638-8643, 2019
Deep learning the physics of transport phenomena
AB Farimani, J Gomes, VS Pande
arXiv preprint arXiv:1709.02432, 2017
Potential neutralizing antibodies discovered for novel corona virus using machine learning
R Magar, P Yadav, A Barati Farimani
Scientific reports 11 (1), 5261, 2021
Mechanisms for hydrolysis of silicon nanomembranes as used in bioresorbable electronics
L Yin, AB Farimani, K Min, N Vishal, J Lam, YK Lee, NR Aluru, JA Rogers
Adv. Mater 27 (11), 1857-1864, 2015
Orbital graph convolutional neural network for material property prediction
M Karamad, R Magar, Y Shi, S Siahrostami, ID Gates, A Barati Farimani
Physical Review Materials 4 (9), 093801, 2020
Dissolution of monocrystalline silicon nanomembranes and their use as encapsulation layers and electrical interfaces in water-soluble electronics
YK Lee, KJ Yu, E Song, A Barati Farimani, F Vitale, Z Xie, Y Yoon, Y Kim, ...
ACS nano 11 (12), 12562-12572, 2017
Stressgan: A generative deep learning model for two-dimensional stress distribution prediction
H Jiang, Z Nie, R Yeo, AB Farimani, LB Kara
Journal of Applied Mechanics 88 (5), 051005, 2021
DNA origami–graphene hybrid nanopore for DNA detection
A Barati Farimani, P Dibaeinia, NR Aluru
ACS applied materials & interfaces 9 (1), 92-100, 2017
Transformer for partial differential equations' operator learning
Z Li, K Meidani, AB Farimani
Transactions on Machine Learning Research, 2022
Why is Single-Layer MoS2 a More Energy Efficient Membrane for Water Desalination?
Z Cao, V Liu, A Barati Farimani
ACS Energy Letters 5 (7), 2217-2222, 2020
Adsorption kinetics dictate monolayer self-assembly for both lipid-in and lipid-out approaches to droplet interface bilayer formation
GA Venkatesan, J Lee, AB Farimani, M Heiranian, CP Collier, NR Aluru, ...
Langmuir 31 (47), 12883-12893, 2015
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