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I

Ilias Mitrai

the university of texas at austin

8H-index
31Paper Count
159Citation Count
Published Papers 14
Publication Date
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Graph-based imitation and reinforcement learning for efficient Benders decomposition
errAIChE Journal
IF4
err2026-03-11
err0
errOAAI
errBernard T. Agyeman; Zhe Li; Ilias Mitrai; Prodromos Daoutidis
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errSave
The Adolescent Functional Connectome is Dynamically Controlled by a Sparse Core of Cognitive and Topological Hubs
errNeuroImage
IF4.5
err2025-10-29
err0
errOAAI
errJethro Lim; Ilias Mitrai; Prodromos Daoutidis; Catherine Stamoulis
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errSave
Learning to control inexact Benders decomposition via reinforcement learning
errComputers & Chemical Engineering
IF3.9
err2025-10-28
err0
PREAI
errZhe Li; Bernard T. Agyeman; Ilias Mitrai; Prodromos Daoutidis
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errSave
A multistage stochastic programming approach for renewable ammonia supply chain network design
errComputers & Chemical Engineering
IF3.9
err2025-10-14
err0
PREAI
errIlias Mitrai; Matthew J. Palys; Prodromos Daoutidis
errShare
errSave
Accelerating process control and optimization via machine learning
errchemical reviews
IF6.6
err2025-03-12
err1
PREAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave
Efficient Model Predictive Control Implementation via Machine Learning: An Algorithm Selection and Configuration Approach
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-03-01
err0
PREAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave
Taking the human out of decomposition-based optimization via artificial intelligence, Part II: Learning to initialize
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-07-01
err2
errOAAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave
Taking the human out of decomposition-based optimization via artificial intelligence, Part I: Learning when to decompose
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-07-01
err3
errOAAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave
Computationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition
errJOURNAL OF PROCESS CONTROL
IF3.9
err2024-05-01
err2
errOAAI
errMitrai, Ilias; Daoutidis, Prodromos
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errSave
Internal control of brain networks via sparse feedback
errAICHE JOURNAL
IF4
err2023-02-14
err1
errOAAI
errMitrai, Ilias; Jones, Victoria O.; Dewantoro, Harman; Stamoulis, Catherine; Daoutidis, Prodromos
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errSave
A multicut generalized benders decomposition approach for the integration of process operations and dynamic optimization for continuous systems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-08-01
err14
PREAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave
Efficient Solution of Enterprise-Wide Optimization Problems Using Nested Stochastic Blockmodeling
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2021-10-04
err11
PREAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave
Stochastic blockmodeling for learning the structure of optimization problems
errAICHE JOURNAL
IF4
err2021-09-17
err16
PREAI
errMitrai, Ilias; Tang, Wentao; Daoutidis, Prodromos
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errSave
Decomposition of integrated scheduling and dynamic optimization problems using community detection
errJOURNAL OF PROCESS CONTROL
IF3.9
err2020-06-01
err19
errOAAI
errMitrai, Ilias; Daoutidis, Prodromos
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
P
Pródromos Daoutidis
H-index: 55 · Papers: 395
C
Catherine Stamoulis
H-index: 20 · Papers: 127
W
Wentao Tang
H-index: 18 · Papers: 87
M
Matthew J. Palys
H-index: 12 · Papers: 24
P
Prodromos Daoutidis
H-index: 8 · Papers: 26
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