Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation

Shashwat Sourav, Subhadeep Pal, Markus J. Buehler +4

AI co-scientists can generate fluent materials-science hypotheses, but fluency does not show that an answer preserves a scientifically meaningful mechanism. We present a graph-to-a…