Deep learning accelerated high-throughput screening of organic solar cells

作者：Wenlin Zhang, Yurong Zou, Xin Wang, Junxian Chen, Dingguo Xu · 发表于：Journal of Materials Chemistry C · 年份：2025 · DOI：10.1039/d5tc00111k · 被引用次数：8 · 研究领域：Machine Learning in Materials Science

Deep learning models were built to predict the PCE of OSCs based on a newly established experimental dataset. High-throughput screening of 45 430 virtual D/A pairs was conducted to identify candidates with high PCEs.