PaMM augments an equivariant atomistic model with explicit pair and triplet motif memory tables, producing modest gains in energy and force MAE on OMAT benchmarks at fixed training budget.
Lawrence Zitnick and Zachary Ulissi , title =
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PaMM: Periodic Motif Memory for Atomistic Models with an Explicit Local-Structure Interface
PaMM augments an equivariant atomistic model with explicit pair and triplet motif memory tables, producing modest gains in energy and force MAE on OMAT benchmarks at fixed training budget.