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Can Machines “Learn” Halide Perovskite Crystal Formation without Accurate Physicochemical Features?

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Discovery of new perovskite materials is motivated by a broad range of materials applications and accelerated by recent advances in machine learning (ML). We herein report dataset augmentation, ben... Click to show full abstract

Discovery of new perovskite materials is motivated by a broad range of materials applications and accelerated by recent advances in machine learning (ML). We herein report dataset augmentation, ben...

Keywords: machines learn; halide perovskite; crystal formation; learn halide; formation without; perovskite crystal

Journal Title: Journal of Physical Chemistry C
Year Published: 2020

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