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Pródromos Daoutidis

university of minnesota

55H-index
395Paper Count
1.0WCitation Count
Published Papers 173
Publication Date
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Assessing the Techno-Economic Impact of Process Flexibility on Methanol- and Syngas-Based e-Kerosene Production
errIndustrial & Engineering Chemistry Research
IF0
err2026-03-11
err0
PREAI
errKomal Kankani; Matthew Palys; Prodromos Daoutidis; Qi Zhang
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Techno-economic optimization of flexible distributed green ammonia production
errInternational Journal of Hydrogen Energy
IF8.3
err2026-01-10
err0
PREAI
errMatthew J. Palys; Taylor Moot; Sameer Parvathikar; Kun Zhang; Chaitanya A. Kavale; Jitendra K. Gupta; Prodromos Daoutidis
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Guiding design and performance of nonviral nucleic acid delivery vehicles via machine learning
errAdvanced Drug Delivery Reviews
IF17.6
err2025-11-24
err0
PREAI
errJohn A. Hutchinson; Sidharth Panda; Plinio D. Rosales; Janey P. Sowada; Miles S. Willis; Michael C. Leyden; Prodromos Daoutidis; Theresa M. Reineke
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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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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
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errSave
Multi-scale causality in active matter
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-06-01
err0
PREAI
errSmith, Alexander; Ghosh, Dipanjan; Tan, Andrew; Cheng, Xiang; Daoutidis, Prodromos
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Topological Descriptors for the Electron Density of Inorganic Solids
errACS MATERIALS LETTERS
IF8.7
err2025-05-06
err0
PREAI
errSzymanski, NJ; Smith, A; Daoutidis, P; Bartel, CJ
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Accelerating process control and optimization via machine learning
errchemical reviews
IF6.6
err2025-03-12
err1
PREAI
errMitrai, Ilias; Daoutidis, Prodromos
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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
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errSave
Renewable ammonia for islanded energy storage
errCURRENT OPINION IN GREEN AND SUSTAINABLE CHEMISTRY
IF9.4
err2024-08-01
err0
PREAI
errPalys, Matthew J.; Daoutidis, Prodromos
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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
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errSave
Nonlinear model predictive control of flexible ammonia production
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-07-01
err7
PREAI
errKong, Baiwen; Zhang, Qi; Daoutidis, Prodromos
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errSave
Real-Time Operation of a Stand-Alone Microgrid With Green Ammonia Storage
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2024-07-01
err4
PREAI
errKong, Baiwen; Zhang, Qi; Daoutidis, Prodromos
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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
Causal Discovery for Topology Reconstruction in Industrial Chemical Processes
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-06-22
err0
PREAI
errDewantoro, Harman; Smith, Alexander; Daoutidis, Prodromos
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Optimal Design of an Absorbent-Enhanced Ammonia Synthesis Process for Solar Thermochemical Energy Storage
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2024-06-12
err0
PREAI
errAndres-Martinez, Oswaldo; Malmali, Mahdi; Zhang, Qi; Daoutidis, Prodromos
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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
Community detection in the human connectome: Method types, differences and their impact on inference
errHUMAN BRAIN MAPPING
IF3.3
err2024-03-29
err2
errOAAI
errBrooks, Skylar J.; Jones, Victoria O.; Wang, Haotian; Deng, Chengyuan; Golding, Staunton G. H.; Lim, Jethro; Gao, Jie; Daoutidis, Prodromos; Stamoulis, Catherine
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errSave
Machine learning in process systems engineering: Challenges and opportunities
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-02-01
err19
errOAAI
errDaoutidis, Prodromos; Lee, Jay H.; Rangarajan, Srinivas; Chiang, Leo; Gopaluni, Bhushan; Schweidtmann, Artur M.; Harjunkoski, Iiro; Mercangoz, Mehmet; Mesbah, Ali; Boukouvala, Fani; Lima, Fernando, V; Chanona, Antonio del Rio; Georgakis, Christos
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Research Directions

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Co-authors
Cooperation Journals
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David S. Sholl
H-index: 99 · Papers: 614
M
Michael Tsapatsis
H-index: 90 · Papers: 520
A
Andrew R. Teel
H-index: 85 · Papers: 641
P
Panagiotis D. Christofides
H-index: 78 · Papers: 660
J
J. Ilja Siepmann
H-index: 76 · Papers: 397
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