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◆ RSC Advances2026-01-01· Materials science

Performance optimization and machine learning-guided parameter sensitivity analysis of lead-free KGeCl <sub>3</sub> perovskite solar cells

Tanzir Ahamed, Md. Mehedi Hasan Bappy, Md. Rashidul Islam, Md. Shihab Uddin, Md. Arafat Hossain, Tanvir Ahammed

原始摘要(英文原文)· Original abstract
Lead-free KGeCl 3 perovskite solar cells are optimized using SCAPS-1D and machine learning with WS 2 , ZnSe, PC 60 BM, and SnS 2 ETLs. The ETL WS 2 provides the best band alignment, lowest recombination, and highest simulated efficiency.
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Performance optimization and machine learning-guided parameter sensitivity analysis of lead-free KGeCl <sub>3</sub> perovskite solar cells — 科研速览 Science Skim