Platform-conditioned machine learning and descriptor-group auditing for precursor additive discovery in perovskite solar cells

Platform-conditioned machine learning enables auditable, in-domain prioritization of precursor additives from heterogeneous literature data. The selected additive 4-TBA improves perovskite solar-cell efficiency and reduces hysteresis.