A unified moment tensor potential for silicon, oxygen, and silica

Karim Zongo, Hao Sun, Claudiane Ouellet-Plamondon, Laurent Karim Béland

Keywords: Moment tensor potential, silicon, silica, oxygene

TL;DR: Unified machine learning interatomic potentials describing the Si/SiO2/O system, based on the moment tensor potential (MTP) framework, trained using a comprehensive database generated using density functional theory simulations

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 8th 2024, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://doi.org/10.1038/s41524-024-01390-8

Submission Number: 201