Virtual-Alloy Physics-Aware Semantic System for extrapolative prediction of perovskite solar cells

Qiwei Han, Chi Zhou

Existing machine-learning models for perovskite solar cells struggle to predict devices made from new materials. Most treat device layers as arbitrary categorical labels and repres…