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ENTITY Neural network potentials

Neural network potentials

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

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  1. TOOL · CL_231586 ·

    AdaptNTK framework enhances AI for molecular dynamics simulations

    Researchers have developed AdaptNTK, a novel framework for quantifying uncertainty and implementing active learning in neural network potentials. This single-model approach uses a regularized Mahalanobis distance in emp…

  2. TOOL · CL_123219 ·

    New framework speeds up neural network training for enzyme catalysis

    Researchers have developed Enerzyme, a new framework designed to make training neural network potentials (NNPs) more efficient for studying enzyme catalysis. This framework addresses the computational demands of quantum…