Hierarchical optimization of perovskite solar cell fabrication via step-by-step machine learning
Year: 2025
Type: article
Language: en
Topic: Machine Learning in Materials Science
Authors and affiliations:
raw_author_name: Yang Pu
raw_affiliation_strings: School of Materials Science and Engineering, State Key Laboratory of Solidification Processing, Northwestern Polytechnical University and Shaanxi Joint Laboratory of Graphene, Shaanxi Laboratory for Advanced Materials, Xi’an 710072, Shaanxi, P.R. China
raw_author_name: Yujiang Du
raw_affiliation_strings: Beijing Key Laboratory of Construction Tailorable Advanced Functional Materials and Green Applications, MIIT Key Laboratory for Low-dimensional Quantum Structure and Devices, Experimental Center of Advanced Materials, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P.R. China
raw_author_name: Qizhen Song
raw_affiliation_strings: Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Faculty of Engineering, Department of Material Science, Institute of Materials for Electronics and Energy Technology (i-MEET), Martensstrasse 7, 91058 Erlangen, Germany
raw_author_name: Ning Jia
raw_affiliation_strings: School of Materials Science and Engineering, State Key Laboratory of Solidification Processing, Northwestern Polytechnical University and Shaanxi Joint Laboratory of Graphene, Shaanxi Laboratory for Advanced Materials, Xi’an 710072, Shaanxi, P.R. China
raw_author_name: Yingchu Dong
raw_affiliation_strings: Beijing Key Laboratory of Construction Tailorable Advanced Functional Materials and Green Applications, MIIT Key Laboratory for Low-dimensional Quantum Structure and Devices, Experimental Center of Advanced Materials, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P.R. China
raw_author_name: Mingye Yang
raw_affiliation_strings: Beijing Key Laboratory of Construction Tailorable Advanced Functional Materials and Green Applications, MIIT Key Laboratory for Low-dimensional Quantum Structure and Devices, Experimental Center of Advanced Materials, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P.R. China
raw_author_name: Luyao Ma
raw_affiliation_strings: School of Materials Science and Engineering, State Key Laboratory of Solidification Processing, Northwestern Polytechnical University and Shaanxi Joint Laboratory of Graphene, Shaanxi Laboratory for Advanced Materials, Xi’an 710072, Shaanxi, P.R. China
raw_author_name: Ruihao Chen
raw_affiliation_strings: School of Materials Science and Engineering, State Key Laboratory of Solidification Processing, Northwestern Polytechnical University and Shaanxi Joint Laboratory of Graphene, Shaanxi Laboratory for Advanced Materials, Xi’an 710072, Shaanxi, P.R. China
raw_author_name: Hongqiang Wang
raw_affiliation_strings: School of Materials Science and Engineering, State Key Laboratory of Solidification Processing, Northwestern Polytechnical University and Shaanxi Joint Laboratory of Graphene, Shaanxi Laboratory for Advanced Materials, Xi’an 710072, Shaanxi, P.R. China
raw_author_name: Qi Chen
raw_affiliation_strings: Advanced Research Institute of Multidisciplinary Science, Beijing Institute of Technology, Beijing 100081, P.R. China
Beijing Key Laboratory of Construction Tailorable Advanced Functional Materials and Green Applications, MIIT Key Laboratory for Low-dimensional Quantum Structure and Devices, Experimental Center of Advanced Materials, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P.R. China
raw_author_name: Yang Bai
raw_affiliation_strings: Advanced Research Institute of Multidisciplinary Science, Beijing Institute of Technology, Beijing 100081, P.R. China
Beijing Key Laboratory of Construction Tailorable Advanced Functional Materials and Green Applications, MIIT Key Laboratory for Low-dimensional Quantum Structure and Devices, Experimental Center of Advanced Materials, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P.R. China
raw_author_name: Zhe Liu
raw_affiliation_strings: School of Materials Science and Engineering, State Key Laboratory of Solidification Processing, Northwestern Polytechnical University and Shaanxi Joint Laboratory of Graphene, Shaanxi Laboratory for Advanced Materials, Xi’an 710072, Shaanxi, P.R. China