Tensor Decomposition Networks for Fast Machine Learning Interatomic Potential Computations

Yuchao Lin, Cong Fu, Zachary Krueger +6

$\mathrm{SO}(3)$-equivariant networks are the dominant models for machine learning interatomic potentials (MLIPs). The key operation of such networks is the Clebsch-Gordan (CG) tensor…