Home » Authors » Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra

Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra

Public reference bibliography and cataloged PDF materials authored or published by Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra.

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Ml-Gle: A Machine Learning Enhanced Generalized Langevin Equation Framework for Transient Anomalous Diffusion in Polymer Dynamics

Year: 2024 • Source: hal.science • Listed PDF

In this work we introduce ML-GLE, a machine learning framework to generate long-term single-polymer dynamics by exploiting short-term trajectories from molecular dynamics (MD) simulations of polymer melts. Even with curr...