LEAP uses a domain-specialized LLM and Bayesian optimization to prioritize perovskite additives, achieving average PCEs of 20.13% and 20.87% in later screening rounds versus 19.25% control, with a champion of 21.32%.
Stabilization of photoactive phases for perovskite photovoltaics.Nature Reviews Chemistry, 7:462–479, 2023
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LEAP: A closed-loop framework for perovskite precursor additive discovery
LEAP uses a domain-specialized LLM and Bayesian optimization to prioritize perovskite additives, achieving average PCEs of 20.13% and 20.87% in later screening rounds versus 19.25% control, with a champion of 21.32%.