High throughput molecular design of electron donors and non-fullerene acceptors using machine learning combined with substructure importance

The electron donor and acceptor materials in active layer critically influence organic solar cells (OSCs) performance. However, traditional experimental methods for discovering high-performance materials are often time-consuming, costly and inefficient....