Fast, accurate, and transferable many-body interatomic potentials by
symbolic regression

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Fast, accurate, and transferable many-body interatomic potentials by symbolic regression

1 April 2019

Alberto Hernandez

Adarsh Balasubramanian

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Papers citing "Fast, accurate, and transferable many-body interatomic potentials by symbolic regression"

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Title
SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and Beyond Madhav Muthyala Farshud Sorourifar You Peng J. Paulson 231 1 0 05 Feb 2025
Global optimization of parameters in the reactive force field ReaxFF for SiOH H. Larsson A. Duin B. Hartke 31 91 0 15 Sep 2019
Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics Linfeng Zhang Jiequn Han Han Wang R. Car E. Weinan 67 1,154 0 30 Jul 2017
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning M. Rupp A. Tkatchenko K. Müller O. A. von Lilienfeld AI4CE 182 1,590 0 12 Sep 2011