Publication Date:
2018-09-21
Description:
Author(s): Natalia Kuritz, Goren Gordon, and Amir Natan A direct and local deep learning (DL) model for atomic forces is presented. We demonstrate the model performance in bulk aluminum, sodium, and silicon and show that its errors are comparable to those found in state-of-the-art machine learning and DL models. We then analyze the model's performance as... [Phys. Rev. B 98, 094109] Published Thu Sep 20, 2018
Keywords:
Structure, structural phase transitions, mechanical properties, defects
Print ISSN:
1098-0121
Electronic ISSN:
1095-3795
Topics:
Physics
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