Search Results for author: Sinan Keten

Found 2 papers, 1 papers with code

Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations

1 code implementation13 Oct 2022 Xiang Fu, Zhenghao Wu, Wujie Wang, Tian Xie, Sinan Keten, Rafael Gomez-Bombarelli, Tommi Jaakkola

We benchmark a collection of state-of-the-art (SOTA) ML FF models and illustrate, in particular, how the commonly benchmarked force accuracy is not well aligned with relevant simulation metrics.

A new approach for extracting information from protein dynamics

no code implementations16 Mar 2022 Jenny Liu, Sinan Keten, Luis A. N. Amaral

Increased ability to predict protein structures is moving research focus towards understanding protein dynamics.

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