Masaya Kumagai

ProvMind: provenance-grounded reasoning for materials synthesis

Materials process optimization requires reasoning over routes, conditions, tools and material-flow dependencies, yet most computational formulations flatten synthesis procedures into text or ordered steps. We introduce MatProcBench, a provenance-grounded benchmark constructed fro...