surrogate model

Williams, B. ., & Cremaschi, S. . (2021). Novel Tool for Selecting Surrogate Modeling Techniques for Surface Approximation. 31 European Symposium on Computer Aided Process Engineering, 50, 451-456. https://doi.org/10.1016/B978-0-323-88506-5.50071-1 (Original work published 2025)

Williams, B. ., & Cremaschi, S. . (2021). Selection of surrogate modeling techniques for surface approximation and surrogate-based optimization. Chemical Engineering Research and Design, 170, 76-89. https://doi.org/10.1016/j.cherd.2021.03.028 (Original work published 2025)

Williams, B. . A., & Cremaschi, S. . (2019). Surrogate Model Selection for Design Space Approximation And Surrogate-model based Optimization. Computer Aided Chemical Engineering, 47, 353-358. https://doi.org/10.1016/b978-0-12-818597-1.50056-4

Davis, S. . E., Cremaschi, S. ., & Eden, M. . R. (2018). Efficient Surrogate Model Development: Impact of Sample Size and Underlying Model Dimensions. Computer Aided Chemical Engineering, 44, 979-984. https://doi.org/10.1016/B978-0-444-64241-7.50158-0 (Original work published 2025)