Articles with "efficient dataset" as a keyword



Efficient dataset generation for machine learning halide perovskite alloys

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Published in 2025 at "Physical Review Materials"

DOI: 10.1103/physrevmaterials.9.053802

Abstract: Lead-based perovskite solar cells have reached high efficiencies, but toxicity and lack of stability hinder their wide-scale adoption. These issues have been partially addressed through compositional engineering of perovskite materials, but the vast complexity of… read more here.

Keywords: efficient dataset; machine; machine learning; model training ... See more keywords