Zemin Xu

A Cartesian-3j and nj Framework for Machine Learning Interatomic Potentials

Machine learning interatomic potentials (MLIPs) have brought substantial gains in the extrapolation capability in computational chemistry. However, most equivariant models are typically built with spherical tensors (STs), and it remains unclear whether it is the only practical design principle, or w…