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arXiv stat.ML · Papers

Edge Cluster Expansion with Radial Rotary Attention for Interatomic Potentials

arXiv:2607.10664v1 Announce Type: new Abstract: In this paper, we provide a systematic investigation of SO(2) theory to machine learning interatomic potentials (MLIPs) and identify the limitations of conventional SO(2) Linear architectures relative to SO(3) Clebsch-Gordan Tensor Products (CGTP). Building on these insig