DPmoire: a tool for constructing accurate machine learning force fields in moiré systems

Abstract In moiré systems, the impact of lattice relaxation on electronic band structures is significant, yet the computational demands of first-principles relaxation are prohibitively high due to the large number of atoms involved. To address this challenge, We introduce a robust methodology for th...

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Bibliographic Details
Main Authors: Jiaxuan Liu, Zhong Fang, Hongming Weng, Quansheng Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01740-0
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