SpinGTP uses Spin-Weighted Spherical Harmonics to complete the Gaunt Tensor Product, achieving full E(3)-equivariance with GTP-like scaling and better handling of chiral and parity-odd cases.
Newtonnet: a newtonian message passing network for deep learning of interatomic potentials and forces.Digital Discovery, 1(3):333–343, 2022
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Spin-Weighted Spherical Harmonics Enable Complete and Scalable $\mathrm{E}(3)$-Equivariant Networks
SpinGTP uses Spin-Weighted Spherical Harmonics to complete the Gaunt Tensor Product, achieving full E(3)-equivariance with GTP-like scaling and better handling of chiral and parity-odd cases.