Accelerated DFT-Assisted Screening of Interfacial Modification Materials for High-Performance Perovskite Solar Cells
Perovskite solar cells (PSCs) require advanced interfacial modification materials to mitigate defects and ion migration that limit efficiency and stability. This study presents a low-cost, highly efficient screening methodology based on density functional theory (DFT) calculations to identify superior interface modifiers. The effectiveness of this method is experimentally validated. Methyl 1H-1,2,4-triazole-3-carboxylate (TZMC) is screened as a superior molecule that simultaneously passivates perovskite defects and suppresses ion migration through a synergistic effect: coordination with Pb2+ via carbonyl oxygen and imidazole nitrogen, and stabilization of I− via N–H···I hydrogen bonding. This mechanism reduces non-radiative recombination, enhancing both open-circuit voltage (VOC) and fill factor (FF). TZMC-modified PSCs achieve a champion power conversion efficiency (PCE) of 25.44% and significantly improved operational stability under continuous illumination and resistance to water/oxygen. Comprehensive characterization confirms reduced defect density and increased ion migration barriers. This work demonstrates the success of DFT-guided design in advancing interfacial modification materials for high-performance PSCs, transforming interface engineering from trial-and-error to rational design and providing a framework for high-throughput screening.