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ENTITY NequIP

NequIP

PulseAugur coverage of NequIP — every cluster mentioning NequIP across labs, papers, and developer communities, ranked by signal.

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RECENT · PAGE 1/1 · 2 TOTAL
  1. TOOL · CL_93658 ·

    New methods boost accuracy of interatomic potential models

    Researchers have developed novel methods, Physics-Aware Neighborhood (PAN) pooling and Physics-Guided Spectral (PGS) mixers, to enhance the accuracy of short-range equivariant interatomic potentials. These techniques fo…

  2. RESEARCH · CL_62963 ·

    New MLIP methods improve accuracy and automate research

    Researchers are developing advanced machine learning interatomic potentials (MLIPs) to improve atomistic simulations. New methods like Stein Kernelized Molecular Dynamics (SKMD) enhance data acquisition for active learn…