Search Results for author: Kostya S. Novoselov

Found 2 papers, 1 papers with code

Constructing Custom Thermodynamics Using Deep Learning

1 code implementation8 Aug 2023 Xiaoli Chen, Beatrice W. Soh, Zi-En Ooi, Eleonore Vissol-Gaudin, Haijun Yu, Kostya S. Novoselov, Kedar Hippalgaonkar, Qianxiao Li

Specifically, we learn three interpretable thermodynamic coordinates and build a dynamical landscape of polymer stretching, including the identification of stable and transition states and the control of the stretching rate.

Physical Intuition

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