Machine learning speeds up search for surface structure

Nature Computational Science(2023)

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摘要
It is difficult to identify stable surface reconstructions of complex materials. Now a Monte Carlo sampling strategy is coupled with a machine learning interatomic potential that is iteratively improved via active learning during the search.
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