Perovskite models stumble on new alloys: encoding solid-solution continuity cuts unseen-alloy error by 15.7–19.0%
V-PaSS encodes the physical continuity of perovskite solid solutions, cutting error by 15.7–19.0% on unseen absorber alloys under a protocol where every test device comes from an unseen laboratory.