Strain perturbation method for atomic stress calculation with machine-learning potentials

Accurate computation of local atomic virial stress is crucial for predicting materials’ mechanical response in large-scale molecular dynamic simulations, but conventional methods struggle with high-order atomic environment descriptors' encoded machine-learning many-body potentials. Herein we pr...

Full description

Saved in:
Bibliographic Details
Main Authors: Suyue Yuan, Kwangnam Kim, Bo Wang, Wonseok Jeong, Tae Wook Heo, Brandon C. Wood, Liwen F. Wan
Format: Article
Language:English
Published: American Physical Society 2025-08-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/jg6w-fdl8
Tags: Add Tag
No Tags, Be the first to tag this record!