Supplementary Data for MLFP
Published: 23 September 2025| Version 2 | DOI: 10.17632/rk6jn8wg55.2
Contributor:
Zixuan ZhangDescription
Supplementary Data for MLFP A preprint on arXiv (link: https://arxiv.org/abs/2501.17495) is submitted. The raw data set sampled from all Examples are provided in Data A as a .zip file. The Aspen Plus simulations of Example 12 and 13, the EO model of Example 11, and the programs to optimize the EO model of Expamle11 and the ReLU neural network model of Example 12 are provided in Data B as a .zip file. The neural network surrogate models for all Examples are provided in Data C as a .zip file. An available example code of proposed algorithm is provided at https://github.com/ZixuanChang/MLSQP .
Files
Categories
Chemical Engineering, Mathematical Optimization, Black-Box Problem