Search Results for author: Linda Hung

Found 1 papers, 0 papers with code

The Role of Reference Points in Machine-Learned Atomistic Simulation Models

no code implementations28 Oct 2023 Xiangyun Lei, Weike Ye, Joseph Montoya, Tim Mueller, Linda Hung, Jens Hummelshoej

This paper introduces the Chemical Environment Modeling Theory (CEMT), a novel, generalized framework designed to overcome the limitations inherent in traditional atom-centered Machine Learning Force Field (MLFF) models, widely used in atomistic simulations of chemical systems.

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