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 (J. Comput. Inf. Sci. Eng., 2026)