Developing truly universal machine learning potentials for heterogeneous catalysis remains challenging. Here we introduce our element-based machine learning potential (EMLP), trained on a unique ...
Ab initio techniques have revolutionized the way theory helps practitioners to explore mechanisms governing reactions or properties, and develop new strategies for materials discovery and design.
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