Ilias Mitrai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Benders Decomposition

Artificial Intelligence

Dynamic Optimization

Top Venues

Comput. Chem. Eng.

Publications

Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence, Part I: Learning when to decompose. Comput. Chem. Eng. 186 (2024)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence, Part II: Learning to initialize. Comput. Chem. Eng. 186 (2024)
Ilias Mitrai, Prodromos Daoutidis
Computationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition. CoRR (2023)
Wentao Tang, Andrew Allman, Ilias Mitrai, Prodromos Daoutidis
Resolving large-scale control and optimization through network structure analysis and decomposition: A tutorial review. ACC (2023)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence: Part I. Learning when to decompose. CoRR (2023)
Ilias Mitrai, Prodromos Daoutidis
Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize. CoRR (2023)
Ilias Mitrai, Prodromos Daoutidis
A multicut generalized benders decomposition approach for the integration of process operations and dynamic optimization for continuous systems. Comput. Chem. Eng. 164 (2022)
Ilias Mitrai, Catherine Stamoulis, Prodromos Daoutidis
A sparse H∞ controller synthesis perspective on the reconfiguration of brain networks. ACC (2021)