2 papers
cs.LG2026
LEAP: A closed-loop framework for perovskite precursor additive discovery
Xin-De Wang, Zhi-Rui Chen, Ze-Feng Gao +3
Efficient discovery of precursor additives is essential for improving the performance of perovskite solar cells, yet the large chemical space makes conventional trial-and-error scr…
cs.LG2026
Perovskite-R1: a domain-specialized large language model for intelligent discovery of precursor additives and experimental design
Xin-De Wang, Zhi-Rui Chen, Peng-Jie Guo +3
Perovskite solar cells (PSCs) have rapidly emerged as a leading contender in next-generation photovoltaic technologies, owing to their exceptional power conversion efficiencies and…