Sun Kim

Kim, S. H., Rubiera Landa, H. O., Ravutla, S., Realff, M. J., & Boukouvala, F. (2020). Data-Driven Simultaneous Process Optimization and Adsorbent Selection for Modular Vacuum Pressure Swing Adsorption. AIChE Journal, 188, 1013-1028. https://doi.org/https://doi.org/10.1016/j.cherd.2022.10.002 (Original work published 2025)

Kim, S. H., & Boukouvala, F. (2020). Surrogate-based optimization for mixed-integer nonlinear problems. Computers & Chemical Engineering, 140, 106847. https://doi.org/10.1016/j.compchemeng.2020.106847 (Original work published 2025)

Kim, S. H., & Boukouvala, F. (2019). Machine learning-based surrogate modeling for data-driven optimization: a comparison of subset selection for regression techniques. Optimization Letters, 14, 989-1010. https://doi.org/10.1007/s11590-019-01428-7 (Original work published 2025)

Hüllen, G., Zhai, J., Kim, S. H., Sinha, A., Realff, M. J., & Boukouvala, F. (2019). Managing Uncertainty in Data-Driven Simulation-Based Optimization. Computers & Chemical Engineering, 136, 106519. https://doi.org/10.1016/j.compchemeng.2019.106519 (Original work published 2025)