189 citations · 458 across the 8 of their papers we have counts for
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physics.comp-ph2022★ 170 cited
Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations
Xiang Fu, Zhenghao Wu, Wujie Wang +4
Molecular dynamics (MD) simulation techniques are widely used for various natural science applications. Increasingly, machine learning (ML) force field (FF) models begin to replace…
q-bio.MN2022
A new approach for extracting information from protein dynamics
Jenny Liu, Sinan Keten, Luis A. N. Amaral
Increased ability to predict protein structures is moving research focus towards understanding protein dynamics. A promising approach is to represent protein dynamics through netwo…