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Christoph Joseph Brabec on Muck Rack

Christoph Joseph Brabec

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Articles

Autonomous closed-loop framework for reproducible perovskite solar cells

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By Danpeng Gao, Shuaihua Lu, Chunlei Zhang, Ning WANG, Zexin Yu, Xianglang Sun, Rebecca Martin, Francesco Vanin, Liangchen Qian, Nicholas J Long, Larry Lüer, Martin Stolterfoht, Junhui Hou, Jun Yin, Yen-Hung Lin, Haipeng Lu, Nan Li, Nicola Gasparini, Samuel D. Stranks, Xiao Cheng Zeng, Zonglong ZHU, Christoph Joseph Brabec
| Nature Verified
Abstract The commercialization of perovskite solar cells is bottlenecked by inefficient, trial-and-error approaches reliant on human expertise in both material discovery and device fabrication (1-3). Here, we introduce an autonomous closed-loop framework that integrates machine learning (ML)-driven material discovery with an automated manufacturing platform.
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