William W. Tso

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 4

Top Topics

Machine Learning Models

Global Optimization

Planning Problems

Production Processes

Top Venues

Comput. Chem. Eng.

Publications

C. Doga Demirhan, Fani Boukouvala, Kyungwon Kim, Hyeju Song, William W. Tso, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems. Comput. Chem. Eng. 141 (2020)
William W. Tso, Baris Burnak, Efstratios N. Pistikopoulos
HY-POP: Hyperparameter optimization of machine learning models through parametric programming. Comput. Chem. Eng. 139 (2020)
William W. Tso, Alexander M. Niziolek, Onur Onel, C. Doga Demirhan, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Reprint of: Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization. Comput. Chem. Eng. 116 (2018)
William W. Tso, Alexander M. Niziolek, Onur Onel, C. Doga Demirhan, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization. Comput. Chem. Eng. 113 (2018)