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Accelerate process optimization in perovskite solar cell manufacturing with machine learning
Matter ( IF 18.9 ) Pub Date : 2022-05-04 , DOI: 10.1016/j.matt.2022.04.004
Julia W.P. Hsu 1 , Weijie Xu 1
Affiliation  

Up-scaling halide-perovskite solar cell manufacturing is critical for the renewable-energy economy but is challenging to accomplish using traditional strategies. Applying Bayesian Optimization with human knowledge constraints, Liu et al. demonstrated an efficient process optimization for rapid spray plasma processing.



中文翻译:

利用机器学习加速钙钛矿太阳能电池制造中的工艺优化

扩大卤化物-钙钛矿太阳能电池制造对可再生能源经济至关重要,但使用传统策略难以实现。Liu 等人将贝叶斯优化与人类知识约束相结合。展示了快速喷涂等离子处理的有效工艺优化。

更新日期:2022-05-05
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