TagBO: LLM-Driven Task-Aware Graph Bayesian Optimization for Scientific Discovery

Xinzhe Yuan, Zimu Zeng, Zhuo Chen +6

Mixed-variable optimization in scientific discovery often requires exploring large combinatorial spaces under costly experimental evaluations, making sample?efficient Bayesian opti…