Nature Communications

Accurate, transferable, and verifiable machine-learned interatomic potentials for layered materials

• Johnathan D. Georgaras
• Akash Ramdas
• Chung Hsuan Shan
• Elena Halsted
• Berwyn Berwyn
• Tianshu Li
• Felipe H. da Jornada

2026-07-31

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DOI https://doi.org/10.1038/s41467-026-74482-2