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Albert Zhu

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#machine learning Preprint Oct 2026

BranchIP: Learning Adaptive Equivariant Computation for Interatomic Potentials

Equivariant machine learning interatomic potentials (MLIPs) have revolutionized atomistic modeling, but accurate treatment of complex materials and molecular systems demands expensive models. This limits simulation length- and time-scales, with tensor products a key computational bottleneck. The recent emergence of fou...

Laura Zichi, Gil Harari, Chuin Wei Tan et al. · 0 citations

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