LLMs as Acquisition Policies for Finite-Pool Materials Optimization: A Controlled Study

Dino-Rober Demir, Florian Le Bronnec, Rio Yokota

Discovering materials with desirable properties often requires searching large candidate spaces while experimental or computational evaluations remain costly. Active learning addre…