Exploring elastic properties of molecular crystals with universal machine learning interatomic potentials

We benchmarked existing and newly trained universal machine learning interatomic potentials for modeling molecular crystals, particularly their elastic properties. We found that potentials trained on the SPICE dataset provide reasonable predictions of the elastic properties of molecular crystals tha...

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Bibliographic Details
Main Authors: Anastasiia Kholtobina, Ivor Lončarić
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Materials & Design
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127525004678
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