Preprint Open access
Evolutionary One-Step Generators: Fast and Diverse Sampling for Discrete Design
Several discrete design tasks, such as molecular discovery, require diverse collections of useful candidates at low computational cost. High validity alone does not guarantee a useful candidate library: repeatedly generating the same valid structures leaves few distinct alternatives. Training for both feasibility and d …