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ENTITY Matbench Discovery

Matbench Discovery

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

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  1. TOOL · CL_284352 ·

    CrystalJev model accelerates materials discovery with probabilistic predictions

    A new atomistic foundation model called CrystalJev has been developed for materials discovery, offering a faster and more efficient approach than traditional simulators. CrystalJev functions as a decision-maker, providi…

  2. RESEARCH · CL_141057 ·

    New MLIP method enhances extrapolation performance with novel attention mechanism · 2 sources tracked

    Researchers have developed a new method for machine learning interatomic potentials (MLIPs) by investigating SO(2) theory and identifying limitations in conventional architectures. They propose novel interaction buildin…