Jianyuan Zhai

Nonlinear variable selection algorithms for surrogate modeling

Jianyuan Zhai, Fani Boukouvala, Fani Boukouvala, 2019, AIChE Journal.

Data-Driven Spatial Branch-And-Bound Algorithms For Black-Box Optimization

Jianyuan Zhai, Fani Boukouvala, Fani Boukouvala, 2019, Computer Aided Chemical Engineering.

Managing uncertainty in data-driven simulation-based optimization

Matthew J. Realff, Jianyuan Zhai, Fani Boukouvala, 2020, Comput. Chem. Eng..

Teaching data-analytics through process design

Jianyuan Zhai, Fani Boukouvala, Sun Hye Kim, 2018 .

Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization

Jianyuan Zhai, Fani Boukouvala, Fani Boukouvala, 2021, J. Glob. Optim..

Data-driven Branch-and-bound Algorithms for Constrained Simulation-based Optimization

Jianyuan Zhai, Fani Boukouvala, Sachin Shirpurkar, 2021, 31st European Symposium on Computer Aided Process Engineering.