Knowledge-Guided Generative Surrogate Modeling for High-Dimensional Design Optimization Under Scarce Data

Bingran Wang; Seongha Jeong; Sebastiaan P. C. van Schie; Dongyeon Han; Jaeho Min; John T. Hwang

Journal of Computing and Information Science in Engineering (2026)