A Framework for a Generalization Analysis of Machine-Learned Interatomic Potentials
Author:
Affiliation:
1. Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada.
2. Corresponding author. Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada.
Funder
Leverhulme Trust
Shanghai Jiao Tong University
Engineering and Physical Sciences Research Council
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Computer Science Applications,General Physics and Astronomy,Ecological Modeling,Modeling and Simulation,General Chemistry
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1. Atomic cluster expansion: Completeness, efficiency and stability
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5. Sharp Uniform Convergence Rate of the Supercell Approximation of a Crystalline Defect
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