ติดตาม
Ilias Mitrai
Ilias Mitrai
ยืนยันอีเมลแล้วที่ austin.utexas.edu
ชื่อ
อ้างโดย
อ้างโดย
ปี
Decomposition of integrated scheduling and dynamic optimization problems using community detection
I Mitrai, P Daoutidis
Journal of Process Control 90, 63-74, 2020
212020
Stochastic blockmodeling for learning the structure of optimization problems
I Mitrai, W Tang, P Daoutidis
AIChE Journal 68 (6), e17415, 2022
192022
Renewable hydrogen and ammonia for combined heat and power systems in remote locations: Optimal design and scheduling
MJ Palys, I Mitrai, P Daoutidis
Optimal Control Applications and Methods 44 (2), 719-738, 2023
172023
A multicut generalized benders decomposition approach for the integration of process operations and dynamic optimization for continuous systems
I Mitrai, P Daoutidis
Computers & Chemical Engineering 164, 107859, 2022
162022
Efficient solution of enterprise-wide optimization problems using nested stochastic blockmodeling
I Mitrai, P Daoutidis
Industrial & Engineering Chemistry Research 60 (40), 14476-14494, 2021
132021
Computationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition
I Mitrai, P Daoutidis
Journal of Process Control 137, 103207, 2024
72024
Learning to initialize generalized benders decomposition via active learning
I Mitrai, P Daoutidis
FOCAPO/CPC, San Antonio, Texas, 2023
62023
Taking the human out of decomposition-based optimization via artificial intelligence, Part II: Learning to initialize
I Mitrai, P Daoutidis
Computers & Chemical Engineering 186, 108686, 2024
52024
An adaptive multi-cut decomposition based algorithm for integrated closed loop scheduling and control
I Mitrai, P Daoutidis
Computer Aided Chemical Engineering 49, 475-480, 2022
52022
Taking the human out of decomposition-based optimization via artificial intelligence, Part I: Learning when to decompose
I Mitrai, P Daoutidis
Computers & Chemical Engineering 186, 108688, 2024
42024
A two-stage stochastic programming approach for the design of renewable ammonia supply chain networks
I Mitrai, MJ Palys, P Daoutidis
Processes 12 (2), 325, 2024
22024
Resolving large-scale control and optimization through network structure analysis and decomposition: A tutorial review
W Tang, A Allman, I Mitrai, P Daoutidis
2023 American Control Conference (ACC), 3113-3129, 2023
22023
Internal control of brain networks via sparse feedback
I Mitrai, VO Jones, H Dewantoro, C Stamoulis, P Daoutidis
AIChE Journal 69 (4), e18061, 2023
22023
Accelerating process control and optimization via machine learning: A review
I Mitrai, P Daoutidis
arXiv preprint arXiv:2412.18529, 2024
12024
Learning to Recycle Benders Cuts for Mixed Integer Model Predictive Control
I Mitrai, P Daoutidis
Computer Aided Chemical Engineering 53, 1663-1668, 2024
12024
A graph classification approach to determine when to decompose optimization problems
I Mitrai, P Daoutidis
Computer Aided Chemical Engineering 52, 655-660, 2023
12023
A sparse H controller synthesis perspective on the reconfiguration of brain networks
I Mitrai, C Stamoulis, P Daoutidis
2021 American Control Conference (ACC), 1204-1209, 2021
12021
10B: Modeling, Control, and Optimization of Energy Systems II
A Allman, I Mitrai
2024 AIChE Annual Meeting, 2024
2024
Data science and analytics for process applications
Z Jiang, R Singh, J Na, S Rajagopalan, Y Chen
2024 AIChE Annual Meeting, 2024
2024
Accelerating the Solution of Model Predictive Control Problems Via Machine Learning
I Mitrai
2024 AIChE Annual Meeting, 2024
2024
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บทความ 1–20