Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop. - Lance Yao; Suman Samantray; Ayana Ghosh; Kevin Roccapriore; Libor Kovarik; Sarah Allec; Maxim A. Ziatdinov (CoRR, 2025)