230 citations · 230 across the 3 of their papers we have counts for
2 papers
cs.LG2021
Dominant motion identification of multi-particle system using deep learning from video
Yayati Jadhav, Amir Barati Farimani
Identifying underlying governing equations and physical relevant information from high-dimensional observable data has always been a challenge in physical sciences. With the recent…
physics.comp-ph2020★ 230 cited
Machine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems
Paraskevi Gkeka, Gabriel Stoltz, Amir Barati Farimani +14
Machine learning encompasses a set of tools and algorithms which are now becoming popular in almost all scientific and technological fields. This is true for molecular dynamics as…