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TOOL · CL_357698 · Nov 14 · 05:00

MLIP scaling laws depend on data, model, and test distribution

A new research paper explores the universality of scaling laws for machine-learned interatomic potentials (MLIPs), finding that while power-law scaling improvements are observed with increased data, the specific exponen…