Range-Aware Bayesian Optimization for Discovering Diverse Designs within Target Property Windows

In three linesNovel Bayesian Optimization framework with range-aware acquisition function to discover multiple distinct designs satisfying target property windows instead of single optima. Validated on polymer synthesis and oligomer discovery with quantum chemical calculations, recovering larger and more diverse solution sets than standard BO baselines.

Summary generated by Claude — human-verified