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

@article{wang2026knowledge,
  author = {Bingran Wang and Seongha Jeong and Sebastiaan P. C. van Schie and Dongyeon Han and Jaeho Min and John T. Hwang},
  title = {Knowledge-Guided Generative Surrogate Modeling for High-Dimensional Design Optimization Under Scarce Data},
  journal = {Journal of Computing and Information Science in Engineering},
  year = {2026},
  volume = {26},
  number = {7},
  doi = {10.1115/1.4070934},
  url = {https://doi.org/10.1115/1.4070934},
  note = {Metadata verification: Crossref title}
}