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Atomistic Machine Learning with Irreducible Cartesian Natural Tensors

cond-mat.mtrl-sci · 2025-10-05 · unverdicted · novelty 7.0

CarNet develops irreducible Cartesian natural tensors and an equivariant model that matches leading spherical-tensor performance for ML interatomic potentials and high-rank tensor predictions like elastic constants.

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  • Atomistic Machine Learning with Irreducible Cartesian Natural Tensors cond-mat.mtrl-sci · 2025-10-05 · unverdicted · none · ref 7

    CarNet develops irreducible Cartesian natural tensors and an equivariant model that matches leading spherical-tensor performance for ML interatomic potentials and high-rank tensor predictions like elastic constants.