A structure-only machine-learning model, trained on a physics-based flatness score, predicts and validates new 2D materials with topological flat bands, including Nb3TeI7 and Cu3AsO4.
Chinese Physics B 23(7), 077308 (2014) 20
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Structure-Informed Learning of Flat Band 2D Materials
A structure-only machine-learning model, trained on a physics-based flatness score, predicts and validates new 2D materials with topological flat bands, including Nb3TeI7 and Cu3AsO4.