Ilias Mitrai

15 papers C 3Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multistage stochastic programming approach for renewable ammonia supply chain network design. Comput. Chem. Eng. Ilias Mitrai, Matthew J. Palys, Prodromos Daoutidis
2026	J	`jnl`	Learning to control inexact Benders decomposition via reinforcement learning. Comput. Chem. Eng. Zhe Li, Bernard T. Agyeman, Ilias Mitrai, Prodromos Daoutidis
2025	J	`jnl`	Discovering interpretable piecewise nonlinear model predictive control laws via symbolic decision trees. CoRR Ilias Mitrai
2025	J	`jnl`	The Adolescent functional connectome is dynamically controlled by a sparse core of cognitive and topological hubs. NeuroImage Jethro Lim, Ilias Mitrai, Prodromos Daoutidis, Catherine Stamoulis
2024	J	`jnl`	Accelerating process control and optimization via machine learning: A review. CoRR Ilias Mitrai, Prodromos Daoutidis
2024	—	`conf`	Effects of topology on the controllability of brain connectomes through sparsity promoting control. EMBC Jethro Lim, Ilias Mitrai, Prodromos Daoutidis, Catherine Stamoulis
2024	C	`conf`	Machine Learning-Based Initialization of Generalized Benders Decomposition for Mixed Integer Model Predictive Control. ACC Ilias Mitrai, Prodromos Daoutidis
2024	J	`jnl`	Taking the human out of decomposition-based optimization via artificial intelligence, Part I: Learning when to decompose. Comput. Chem. Eng. Ilias Mitrai, Prodromos Daoutidis
2024	J	`jnl`	Taking the human out of decomposition-based optimization via artificial intelligence, Part II: Learning to initialize. Comput. Chem. Eng. Ilias Mitrai, Prodromos Daoutidis
2023	J	`jnl`	Computationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition. CoRR Ilias Mitrai, Prodromos Daoutidis
2023	C	`conf`	Resolving large-scale control and optimization through network structure analysis and decomposition: A tutorial review. ACC Wentao Tang, Andrew Allman, Ilias Mitrai, Prodromos Daoutidis
2023	J	`jnl`	Taking the human out of decomposition-based optimization via artificial intelligence: Part I. Learning when to decompose. CoRR Ilias Mitrai, Prodromos Daoutidis
2023	J	`jnl`	Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize. CoRR Ilias Mitrai, Prodromos Daoutidis
2022	J	`jnl`	A multicut generalized benders decomposition approach for the integration of process operations and dynamic optimization for continuous systems. Comput. Chem. Eng. Ilias Mitrai, Prodromos Daoutidis
2021	C	`conf`	A sparse H∞ controller synthesis perspective on the reconfiguration of brain networks. ACC Ilias Mitrai, Catherine Stamoulis, Prodromos Daoutidis