Autonomous closed-loop framework for reproducible perovskite solar cells

Nature 2026

View at publisher
Authors: Danpeng Gao, Shuaihua Lu, Chunlei Zhang, Ning Wang, Zexin Yu, Xianglang Sun, Rebecca Martin, Francesco Vanin, Liangchen Qian, Nicholas J. Long, Larry Lüer, Bo Li
+11 more Martin Stolterfoht, Junhui Hou, Jun Yin, Yen‐Hung Lin, Haipeng Lu, Nan Li, Nicola Gasparini, Christoph Joseph Brabec, Samuel D. Stranks, Xiao Cheng Zeng, Zonglong Zhu
DOI: 10.1038/s41586-026-10482-y
Cited by: 20
References: 44

Fields of Study & Subjects

Perovskite Materials and Applications Machine Learning in Materials Science Organic Electronics and Photovoltaics

Publication details

Journal / source
Nature
Publisher
Springer Science and Business Media LLC
Volume
653
Issue
8115
Pages
707–714
Publication date
14 April 2026
Language
EN