Scaling Laws and Symmetry, Evidence from Neural Force Fields
arXiv:2510.09768v2 Announce Type: replace
Abstract: We present an empirical study in the geometric task of learning interatomic potentials, which shows equivariance matters even more at larger scales; we show a clear power-law scaling behaviour with r…