Universal machine learning aided synthesis approach of two-dimensional perovskites in a typical laboratory

Abstract The past decade has witnessed the significant efforts in novel material discovery in the use of data-driven techniques, in particular, machine learning (ML). However, since it needs to consider the precursors, experimental conditions, and availability of reactants, material synthesis is gen...

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Bibliographic Details
Main Authors: Yilei Wu, Chang-Feng Wang, Ming-Gang Ju, Qiangqiang Jia, Qionghua Zhou, Shuaihua Lu, Xinying Gao, Yi Zhang, Jinlan Wang
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-44236-5