Prodromos Daoutidis

95 papers C 24Journal 60Unranked 11

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	—	`conf`	Harnessing Topology and Causal Discovery for Dynamic Analysis and Particulate Gel Control. CDC Alexander D. Smith, Prodromos Daoutidis
2025	J	`jnl`	Multi-scale causality in active matter. Comput. Chem. Eng. Alexander Smith, Dipanjan Ghosh, Andrew Tan, Xiang Cheng, Prodromos Daoutidis
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	J	`jnl`	Automated characterization and monitoring of material shape using Riemannian geometry. Comput. Chem. Eng. Alexander Smith, Steven Schilling, 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`	Machine learning in process systems engineering: Challenges and opportunities. Comput. Chem. Eng. Prodromos Daoutidis, Jay H. Lee, Srinivas Rangarajan, Leo Chiang, R. Bhushan Gopaluni, Artur M. Schweidtmann, Iiro Harjunkoski, Mehmet Mercangöz, Ali Mesbah, Fani Boukouvala, Fernando V. Lima, Ehecatl Antonio del Rio-Chanona, Christos Georgakis
2024	J	`jnl`	Real-Time Operation of a Stand-Alone Microgrid With Green Ammonia Storage. IEEE Trans. Control. Syst. Technol. Baiwen Kong, Qi Zhang, 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`	Automated Characterization and Monitoring of Material Shape using Riemannian Geometry. CoRR Alexander Smith, Steven Schilling, Prodromos Daoutidis
2023	J	`jnl`	Automatic decomposition of large-scale industrial processes for distributed MPC on the Shell-Yokogawa Platform for Advanced Control and Estimation (PACE). Comput. Chem. Eng. Wentao Tang, Pierre Carrette, Yongsong Cai, John M. Williamson, 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`	Dynamic Optimization and Control of a Renewable Microgrid Incorporating Ammonia. ACC Baiwen Kong, Qi Zhang, Prodromos Daoutidis
2023	—	`conf`	Optimal Design of Control-Lyapunov Functions by Semi-Infinite Stochastic Programming. CDC Wentao Tang, 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
2023	J	`jnl`	The future of control of process systems. Comput. Chem. Eng. Prodromos Daoutidis, Larry Megan, Wentao Tang
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
2022	C	`conf`	Data-Driven Control: Overview and Perspectives ACC Wentao Tang, Prodromos Daoutidis
2022	J	`jnl`	Power-to-X: A review and perspective. Comput. Chem. Eng. Matthew J. Palys, Prodromos Daoutidis
2021	C	`conf`	A sparse H∞ controller synthesis perspective on the reconfiguration of brain networks. ACC Ilias Mitrai, Catherine Stamoulis, Prodromos Daoutidis
2021	J	`jnl`	Coordinating distributed MPC efficiently on a plantwide scale: The Lyapunov envelope algorithm. Comput. Chem. Eng. Wentao Tang, Prodromos Daoutidis
2021	J	`jnl`	Dissipativity learning control (DLC): Theoretical foundations of input-output data-driven model-free control. Syst. Control. Lett. Wentao Tang, Prodromos Daoutidis
2021	J	`jnl`	Nonlinear state and parameter estimation using derivative information: A Lie-Sobolev approach. Comput. Chem. Eng. Wentao Tang, Prodromos Daoutidis
2020	J	`jnl`	Application of graph theory and filter based variable selection methods in the design of a distributed data-driven monitoring system. Comput. Chem. Eng. Shaaz Khatib, Prodromos Daoutidis
2020	J	`jnl`	Fast and Stable Nonconvex Constrained Distributed Optimization: The ELLADA Algorithm. CoRR Wentao Tang, Prodromos Daoutidis
2020	J	`jnl`	Multiple Hotelling's Comput. Chem. Eng. Shaaz Khatib, Prodromos Daoutidis
2020	J	`jnl`	Using hydrogen and ammonia for renewable energy storage: A geographically comprehensive techno-economic study. Comput. Chem. Eng. Matthew J. Palys, Prodromos Daoutidis
2019	J	`jnl`	A Bilevel Programming Approach to the Convergence Analysis of Control-Lyapunov Functions. IEEE Trans. Autom. Control. Wentao Tang, Prodromos Daoutidis
2019	J	`jnl`	Dissipativity learning control (DLC): A framework of input-output data-driven control. Comput. Chem. Eng. Wentao Tang, Prodromos Daoutidis
2019	C	`conf`	Distributed nonlinear model predictive control through accelerated parallel ADMM. ACC Wentao Tang, Prodromos Daoutidis
2019	C	`conf`	Input-output data-driven control through dissipativity learning. ACC Wentao Tang, Prodromos Daoutidis
2018	J	`jnl`	Decomposing complex plants for distributed control: Perspectives from network theory. Comput. Chem. Eng. Prodromos Daoutidis, Wentao Tang, Sujit S. Jogwar
2018	—	`conf`	Decomposition and Distributed Control of Integrated Lumped and Distributed Parameter Process Networks. CDC Manjiri Moharir, Davood Babaei Pourkargar, Ali Almansoori, Prodromos Daoutidis
2018	J	`jnl`	Distributed adaptive dynamic programming for data-driven optimal control. Syst. Control. Lett. Wentao Tang, Prodromos Daoutidis
2018	J	`jnl`	Integrating operations and control: A perspective and roadmap for future research. Comput. Chem. Eng. Prodromos Daoutidis, Jay H. Lee, Iiro Harjunkoski, Sigurd Skogestad, Michael Baldea, Christos Georgakis
2018	J	`jnl`	Optimal decomposition for distributed optimization in nonlinear model predictive control through community detection. Comput. Chem. Eng. Wentao Tang, Andrew Allman, Davood Babaei Pourkargar, Prodromos Daoutidis
2018	J	`jnl`	Reprint of: Optimal decomposition for distributed optimization in nonlinear model predictive control through community detection. Comput. Chem. Eng. Wentao Tang, Andrew Allman, Davood Babaei Pourkargar, Prodromos Daoutidis
2018	C	`conf`	The role of community structures in sparse feedback control. ACC Wentao Tang, Prodromos Daoutidis
2017	J	`jnl`	Graph representation and decomposition of ODE/hyperbolic PDE systems. Comput. Chem. Eng. Manjiri Moharir, Lixia Kang, Prodromos Daoutidis, Ali S. Almansoori
2017	J	`jnl`	Microgrid/Macrogrid Energy Exchange: A Novel Market Structure and Stochastic Scheduling. IEEE Trans. Smart Grid Michael Zachar, Prodromos Daoutidis
2017	C	`conf`	Modularity-based control structure selection for process networks: An extension to distributed parameter systems. ACC Lixia Kang, Manjiri Moharir, Ali S. Almansoori, Prodromos Daoutidis
2017	J	`jnl`	Optimal dynamic operation of microalgae cultivation coupled with recovery of flue gas CO Comput. Chem. Eng. Abdulla Malek, Nahla Alamoodi, Ali S. Almansoori, Prodromos Daoutidis
2016	J	`jnl`	Nonlinear Decoupling Control With Deadtime Compensation for Multirange Operation of Steam Power Plants. IEEE Trans. Control. Syst. Technol. Nahla Alamoodi, Prodromos Daoutidis
2016	J	`jnl`	Time scale decomposition in complex reaction systems: A graph theoretic analysis. Comput. Chem. Eng. Udit Gupta, Seongmin Heo, Aditya Bhan, Prodromos Daoutidis
2015	C	`conf`	Input/output hierarchical clustering in process networks based on relative degrees. ACC Seongmin Heo, Prodromos Daoutidis
2015	J	`jnl`	Policy effects on microgrid economics, technology selection, and environmental impact. Comput. Chem. Eng. Michael Zachar, Milana Trifkovic, Prodromos Daoutidis
2015	J	`jnl`	Reduction of complex energy-integrated process networks using graph theory. Comput. Chem. Eng. Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
2014	J	`jnl`	Language-oriented rule-based reaction network generation and analysis: Algorithms of RING. Comput. Chem. Eng. Srinivas Rangarajan, Ted Kaminski, Eric Van Wyk, Aditya Bhan, Prodromos Daoutidis
2014	J	`jnl`	Modeling and Control of a Renewable Hybrid Energy System With Hydrogen Storage. IEEE Trans. Control. Syst. Technol. Milana Trifkovic, Mehdi Sheikhzadeh, Khaled Nigim, Prodromos Daoutidis
2013	—	`conf`	Control structure design for complex energy integrated networks using graph-theoretic methods. MED Seongmin Heo, Dimitrios Georgis, Prodromos Daoutidis
2013	—	`conf`	Dynamic real-time optimization and control of a hybrid energy system. ECC Milana Trifkovic, W. A. Marvin, M. Sheikhzadehy, Prodromos Daoutidis
2013	C	`conf`	Nonlinear model predictive control of IGCC plants with membrane reactors for carbon capture. ACC Fernando V. Lima, Rishi Amrit, Michael Tsapatsis, Prodromos Daoutidis
2013	J	`jnl`	Perspective on CPC VIII. Comput. Chem. Eng. Prodromos Daoutidis, Don Bartusiak
2012	J	`jnl`	Biomass to chemicals: Design of an extractive-reaction process for the production of 5-hydroxymethylfurfural. Comput. Chem. Eng. Ana Inés Torres, Michael Tsapatsis, Prodromos Daoutidis
2012	—	`conf`	Graph reduction for hierarchical control of energy integrated process networks. CDC Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
2012	—	`conf`	Hierarchical control of a renewable hybrid energy system. CDC Milana Trifkovic, Mehdi Sheikhzadeh, Khaled Nigim, Prodromos Daoutidis
2012	J	`jnl`	Language-oriented rule-based reaction network generation and analysis: Applications of RING. Comput. Chem. Eng. Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
2012	J	`jnl`	Language-oriented rule-based reaction network generation and analysis: Description of RING. Comput. Chem. Eng. Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
2012	C	`conf`	Modeling and control of a water gas shift membrane reactor for hydrogen production. ACC Dimitrios Georgis, Fernando V. Lima, Ali S. Almansoori, Prodromos Daoutidis
2011	C	`conf`	Control of an energy integrated solid oxide fuel cell system. ACC Dimitrios Georgis, Sujit S. Jogwar, Ali S. Almansoori, Prodromos Daoutidis
2011	J	`jnl`	Design and control of energy integrated SOFC systems for in situ hydrogen production and power generation. Comput. Chem. Eng. Dimitrios Georgis, Sujit S. Jogwar, Ali S. Almansoori, Prodromos Daoutidis
2011	J	`jnl`	Model reduction of multi-scale chemical Langevin equations. Syst. Control. Lett. Marie-Nathalie Contou-Carrere, Vassilios Sotiropoulos, Yiannis N. Kaznessis, Prodromos Daoutidis
2011	J	`jnl`	Stochastic simulations of the tetracycline operon. BMC Syst. Biol. Konstantinos Biliouris, Prodromos Daoutidis, Yiannis N. Kaznessis
2010	C	`conf`	Dynamics and control of energy integrated distillation column networks. ACC Sujit S. Jogwar, Prodromos Daoutidis
2010	J	`jnl`	Tight energy integration: Dynamic impact and control advantages. Comput. Chem. Eng. Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
2009	J	`jnl`	Model Reduction of Multiscale Chemical Langevin Equations: A Numerical Case Study. IEEE ACM Trans. Comput. Biol. Bioinform. Vassilios Sotiropoulos, Marie-Nathalie Contou-Carrere, Prodromos Daoutidis, Yiannis N. Kaznessis
2009	C	`conf`	Optimal design and observation of counter-current autothermal reactors for the production of hydrogen. ACC Michael Baldea, Monica Zanfir, Prodromos Daoutidis
2009	C	`conf`	Vapor recompression distillation: Multi-scale dynamics and control. ACC Sujit S. Jogwar, Prodromos Daoutidis
2008	C	`conf`	Dynamics and control of reactor - feed effluent heat exchanger networks. ACC Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis
2008	J	`jnl`	Modeling, dynamics and control of process networks with high energy throughput. Comput. Chem. Eng. Michael Baldea, Prodromos Daoutidis
2008	J	`jnl`	Optimal periodic control of a drug delivery system. Comput. Chem. Eng. Subbarao Varigonda, Tryphon T. Georgiou, Ronald A. Siegel, Prodromos Daoutidis
2007	J	`jnl`	Control of integrated process networks - A multi-time scale perspective. Comput. Chem. Eng. Michael Baldea, Prodromos Daoutidis
2006	C	`conf`	Decoupling of fast and slow variables in chemical Langevin equations with fast and slow reactions. ACC Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
2006	C	`conf`	Model reduction and control for networked systems with high energy throughput. ACC Michael Baldea, Prodromos Daoutidis
2005	J	`jnl`	An output feedback precompensator for nonlinear DAE systems with control-dependent state-space. IEEE Trans. Autom. Control. Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
2005	—	`conf`	Control of Reaction-Convection Processes with Fast and Slow Reactions. ISIC Marrie-Nathalie Contou-Carrere, Prodromos Daoutidis
2005	—	`conf`	Non-Linear Model Reduction for Metabolic Networks with Multiple Time-Scales. ISIC Ziomara P. Gerdtzen, Prodromos Daoutidis, Wei-Shou Hu
2005	J	`jnl`	The feedback control of the vertical Bridgman crystal growth process by crucible rotation: two case studies. Comput. Chem. Eng. Paul Sonda, Andrew Yeckel, Jeffrey J. Derby, Prodromos Daoutidis
2004	C	`conf`	Dynamic precompensation and output feedback control of integrated process networks. ACC Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
2004	J	`jnl`	Numerical solution of the optimal periodic control problem using differential flatness. IEEE Trans. Autom. Control. Subbarao Varigonda, Tryphon T. Georgiou, Prodromos Daoutidis
2004	C	`conf`	Suppression of flow oscillations in a vertical Bridgman crystal growth system. ACC Paul Sonda, Andrew Yeckel, Jeffrey J. Derby, Prodromos Daoutidis
2003	—	`conf`	Model reduction for reaction-convection processes with fast and slow reactions. ECC Marie-Nathalie Contou-Carrere, Prodromos Daoutidis
2003	J	`jnl`	Simulation of population dynamics using continuous-time finite-state Markov chains. Comput. Chem. Eng. K. Karen Yin, Hongchuan Yang, Prodromos Daoutidis, Gang George Yin
2002	C	`conf`	Nonlinear model reduction for energy metabolism in Saccharomyces cerevisiae. ACC Ziomara P. Gerdtzen, Prodromos Daoutidis, Wei-Shou Hu
2001	C	`conf`	A flatness based algorithm for optimal periodic control problems. ACC Subbarao Varigonda, Tryphon T. Georgiou, Prodromos Daoutidis
2001	C	`conf`	Nonlinear model reduction of reaction systems with multiple time scale dynamics. ACC Nishith Vora, Prodromos Daoutidis
1998	J	`jnl`	An Anti-Windup Design for Linear Systems with Input Saturation. Autom. Navneet Kapoor, Andrew R. Teel, Prodromos Daoutidis
1996	J	`jnl`	Compensation of measurable disturbances for two-time-scale nonlinear systems. Autom. Panagiotis D. Christofides, Prodromos Daoutidis
1996	J	`jnl`	State-space realizations of linear differential-algebraic-equation systems with control-dependent state space. IEEE Trans. Autom. Control. Aditya Kumar, Prodromos Daoutidis