Efstratios N. Pistikopoulos

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 70

Top Venues

Comput. Chem. Eng.

J. Glob. Optim.

IEEE Trans. Biomed. Eng.

ACC

Publications

Efstratios N. Pistikopoulos, Sahithi Srijana Akundi, Dustin Kenefake, Nikolaos A. Diangelakis
The quest towards the integration of process control, process operations, and process operability -Industrial need or academic curiosity? Comput. Chem. Eng. 180 (2024)
Stefanos G. Baratsas, Funda Iseri, Efstratios N. Pistikopoulos
A hybrid statistical and machine learning based forecasting framework for the energy sector. Comput. Chem. Eng. 188 (2024)
Richard Cory Allen, Styliani Avraamidou, Sergiy Butenko, Efstratios N. Pistikopoulos
Solution strategies for integrated distribution, production, and relocation problems arising in modular manufacturing. Eur. J. Oper. Res. 314 (3) (2024)
Richard Cory Allen, Funda Iseri, C. Doga Demirhan, Iosif Pappas, Efstratios N. Pistikopoulos
Improvements for decomposition based methods utilized in the development of multi-scale energy systems. Comput. Chem. Eng. 170 (2023)
He Wen, Faisal Khan, Salim Ahmed, Syed Imtiaz, Efstratios N. Pistikopoulos
Risk assessment of human-automation conflict under cyberattacks in process systems. Comput. Chem. Eng. 172 (2023)
Ioana Nascu, Nikolaos A. Diangelakis, Salvador García Muñoz, Efstratios N. Pistikopoulos
Advanced model predictive control strategies for evaporation processes in the pharmaceutical industries. Comput. Chem. Eng. 173 (2023)
Burcu Beykal, Styliani Avraamidou, Efstratios N. Pistikopoulos
Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty. Comput. Chem. Eng. 156 (2022)
Stefanos G. Baratsas, Efstratios N. Pistikopoulos, Styliani Avraamidou
A quantitative and holistic circular economy assessment framework at the micro level. Comput. Chem. Eng. 160 (2022)
He Wen, Md. Tanjin Amin, Faisal Khan, Salim Ahmed, Syed Imtiaz, Efstratios N. Pistikopoulos
A methodology to assess human-automated system conflict from safety perspective. Comput. Chem. Eng. 165 (2022)
N. J. Chrisandina, S. Vedant, E. Iakovou, Efstratios N. Pistikopoulos, Mahmoud M. El-Halwagi
Multi-scale integration for enhanced resilience of sustainable energy supply chains: Perspectives and challenges. Comput. Chem. Eng. 164 (2022)
Yuhe Tian, Vaishnav Meduri, Rahul Bindlish, Efstratios N. Pistikopoulos
A Process Intensification synthesis framework for the design of dividing wall column systems. Comput. Chem. Eng. 160 (2022)
Dustin Kenefake, Erick Armingol, Nathan E. Lewis, Efstratios N. Pistikopoulos
An improved algorithm for flux variability analysis. BMC Bioinform. 23 (1) (2022)
Diogo A. C. Narciso, Iosif Pappas, Fernando Gomes Martins, Efstratios N. Pistikopoulos
A new solution strategy for multiparametric quadratic programming. Comput. Chem. Eng. 164 (2022)
Iosif Pappas, Nikolaos A. Diangelakis, Efstratios N. Pistikopoulos
The exact solution of multiparametric quadratically constrained quadratic programming problems. J. Glob. Optim. 79 (1) (2021)
Pavlos Kotidis, Iosif Pappas, Styliani Avraamidou, Efstratios N. Pistikopoulos, Cleo Kontoravdi, Maria M. Papathanasiou
DigiGlyc: A hybrid tool for reactive scheduling in cell culture systems. Comput. Chem. Eng. 154 (2021)
Efstratios N. Pistikopoulos, Ana Barbosa-Póvoa, Jay H. Lee, Ruth Misener, Alexander Mitsos, Gintaras V. Reklaitis, Venkat Venkatasubramanian, Fengqi You, Rafiqul Gani
. Comput. Chem. Eng. 147 (2021)
Zhihao Chen, Styliani Avraamidou, Pei Liu, Zheng Li, Weidou Ni, Efstratios N. Pistikopoulos
Optimal design of integrated urban energy systems under uncertainty and sustainability requirements. Comput. Chem. Eng. 155 (2021)
Yuhe Tian, Iosif Pappas, Baris Burnak, Justin Katz, Efstratios N. Pistikopoulos
A Systematic Framework for the synthesis of operable process intensification systems - Reactive separation systems. Comput. Chem. Eng. 134 (2020)
C. Doga Demirhan, Fani Boukouvala, Kyungwon Kim, Hyeju Song, William W. Tso, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems. Comput. Chem. Eng. 141 (2020)
Justin Katz, Efstratios N. Pistikopoulos
A partial multiparametric optimization strategy to improve the computational performance of model predictive control. Comput. Chem. Eng. 142 (2020)
Justin Katz, Iosif Pappas, Styliani Avraamidou, Efstratios N. Pistikopoulos
Integrating Deep Learning and Explicit MPC for Advanced Process Control. ACC (2020)
Styliani Avraamidou, Stefanos G. Baratsas, Yuhe Tian, Efstratios N. Pistikopoulos
Circular Economy - A challenge and an opportunity for Process Systems Engineering. Comput. Chem. Eng. 133 (2020)
Rajib Mukherjee, Burcu Beykal, Adam T. Szafran, Melis Onel, Fabio Stossi, Maureen G. Mancini, Dillon Lloyd, Fred A. Wright, Lan Zhou, Michael A. Mancini, Efstratios N. Pistikopoulos
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms. PLoS Comput. Biol. 16 (9) (2020)
Styliani Avraamidou, Efstratios N. Pistikopoulos
Adjustable robust optimization through multi-parametric programming. Optim. Lett. 14 (4) (2020)
William W. Tso, Baris Burnak, Efstratios N. Pistikopoulos
HY-POP: Hyperparameter optimization of machine learning models through parametric programming. Comput. Chem. Eng. 139 (2020)
Justin Katz, Iosif Pappas, Styliani Avraamidou, Efstratios N. Pistikopoulos
Integrating deep learning models and multiparametric programming. Comput. Chem. Eng. 136 (2020)
Baris Burnak, Nikolaos A. Diangelakis, Justin Katz, Efstratios N. Pistikopoulos
Integrated process design, scheduling, and control using multiparametric programming. Comput. Chem. Eng. 125 (2019)
Styliani Avraamidou, Efstratios N. Pistikopoulos
A Global Optimization Algorithm for the Solution of Tri-Level Mixed-Integer Quadratic Programming Problems. WCGO (2019)
Styliani Avraamidou, Efstratios N. Pistikopoulos
A multi-parametric optimization approach for bilevel mixed-integer linear and quadratic programming problems. Comput. Chem. Eng. 125 (2019)
Prerna Jain, Efstratios N. Pistikopoulos, M. Sam Mannan
Process resilience analysis based data-driven maintenance optimization: Application to cooling tower operations. Comput. Chem. Eng. 121 (2019)
Sergiy Butenko, Efstratios N. Pistikopoulos
Preface. J. Glob. Optim. 74 (4) (2019)
Styliani Avraamidou, Efstratios N. Pistikopoulos
Multi-parametric global optimization approach for tri-level mixed-integer linear optimization problems. J. Glob. Optim. 74 (3) (2019)
Styliani Avraamidou, Efstratios N. Pistikopoulos
B-POP: Bi-level parametric optimization toolbox. Comput. Chem. Eng. 122 (2019)
Maria M. Papathanasiou, Baris Burnak, Justin Katz, Nilay Shah, Efstratios N. Pistikopoulos
Assisting continuous biomanufacturing through advanced control in downstream purification. Comput. Chem. Eng. 125 (2019)
Efstratios N. Pistikopoulos
In memoriam: Professor Christodoulos A. Floudas (1959-2016). J. Glob. Optim. 71 (4) (2018)
Alexander M. Niziolek, Onur Onel, Yuhe Tian, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Municipal solid waste to liquid transportation fuels - Part III: An optimization-based nationwide supply chain management framework. Comput. Chem. Eng. 116 (2018)
William W. Tso, Alexander M. Niziolek, Onur Onel, C. Doga Demirhan, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Reprint of: Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization. Comput. Chem. Eng. 116 (2018)
William W. Tso, Alexander M. Niziolek, Onur Onel, C. Doga Demirhan, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization. Comput. Chem. Eng. 113 (2018)
Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Reprint of: Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection. Comput. Chem. Eng. 116 (2018)
Wenjie Xu, Lixin Tang, Efstratios N. Pistikopoulos
Modeling and solution for steelmaking scheduling with batching decisions and energy constraints. Comput. Chem. Eng. 116 (2018)
Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Optimal design of energy systems using constrained grey-box multi-objective optimization. Comput. Chem. Eng. 116 (2018)
Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection. Comput. Chem. Eng. 115 (2018)
Styliani Avraamidou, Efstratios N. Pistikopoulos
A novel algorithm for the global solution of mixed-integer bi-level multi-follower problems and its application to Planning & Scheduling integration. ECC (2018)
Ioana Nascu, Efstratios N. Pistikopoulos, Ioan Nascu
Hybrid multiparametric model predictive control with application to the neuromuscular blockade. AQTR (2018)
Ignacio E. Grossmann, Efstratios N. Pistikopoulos
Professor Christodoulos A. Floudas (1959-2016). Comput. Chem. Eng. 116 (2018)
Thomas F. Edgar, Efstratios N. Pistikopoulos
Smart manufacturing and energy systems. Comput. Chem. Eng. 114 (2018)
Nikolaos A. Diangelakis, Efstratios N. Pistikopoulos
A multi-scale energy systems engineering approach to residential combined heat and power systems. Comput. Chem. Eng. 102 (2017)
Ioana Nascu, Richard Oberdieck, Efstratios N. Pistikopoulos
Explicit hybrid model predictive control strategies for intravenous anaesthesia. Comput. Chem. Eng. 106 (2017)
Richard Oberdieck, Nikolaos A. Diangelakis, Styliani Avraamidou, Efstratios N. Pistikopoulos
On unbounded and binary parameters in multi-parametric programming: applications to mixed-integer bilevel optimization and duality theory. J. Glob. Optim. 69 (3) (2017)
Richard Oberdieck, Nikolaos A. Diangelakis, Efstratios N. Pistikopoulos
Explicit model predictive control: A connected-graph approach. Autom. 76 (2017)
Maria M. Papathanasiou, Fabian Steinebach, Massimo Morbidelli, Athanasios Mantalaris, Efstratios N. Pistikopoulos
Intelligent, model-based control towards the intensification of downstream processes. Comput. Chem. Eng. 105 (2017)
Ioana Nascu, Efstratios N. Pistikopoulos
Modeling, estimation and control of the anaesthesia process. Comput. Chem. Eng. 107 (2017)
Maria M. Papathanasiou, Athanasios Mantalaris, Efstratios N. Pistikopoulos
Advanced control strategies for a periodic, two-column chromatographic process. AQTR (2016)
Ioana Nascu, Efstratios N. Pistikopoulos
Multiparametric model predictive control and state estimation of the hypnotic component in anesthesia. AQTR (2016)
Maria M. Papathanasiou, Richard Oberdieck, Styliani Avraamidou, Ioana Nascu, Athanasios Mantalaris, Efstratios N. Pistikopoulos
Development of advanced control strategies for periodic systems: An application to chromatographic separation processes. ACC (2016)
Margaritis Kostoglou, María Fuentes Garí, David G. García Münzer, Michael C. Georgiadis, Nicki Panoskaltsis, Efstratios N. Pistikopoulos, Athanasios Mantalaris
A comprehensive mathematical analysis of a novel multistage population balance model for cell proliferation. Comput. Chem. Eng. 91 (2016)
Symeon Savvopoulos, Ruth Misener, Nicki Panoskaltsis, Efstratios N. Pistikopoulos, Athanasios Mantalaris
A Personalized Framework for Dynamic Modeling of Disease Trajectories in Chronic Lymphocytic Leukemia. IEEE Trans. Biomed. Eng. 63 (11) (2016)
Richard Oberdieck, Efstratios N. Pistikopoulos
Multi-objective optimization with convex quadratic cost functions: A multi-parametric programming approach. Comput. Chem. Eng. 85 (2016)
Ioana Nascu, Efstratios N. Pistikopoulos
Multiparametric model predictive control strategies of the hypnotic component in intravenous anesthesia. SMC (2016)
Efstratios N. Pistikopoulos, Nikolaos A. Diangelakis
Towards the integration of process design, control and scheduling: Are we getting closer? Comput. Chem. Eng. 91 (2016)
Ioana Nascu, Nikolaos A. Diangelakis, Richard Oberdieck, Maria M. Papathanasiou, Efstratios N. Pistikopoulos
Explicit MPC in real-world applications: The PAROC framework. ACC (2016)
Muxin Sun, Benoît Chachuat, Efstratios N. Pistikopoulos
Design of multi-parametric NCO tracking controllers for linear dynamic systems. Comput. Chem. Eng. 92 (2016)
Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Professor Ignacio E. Grossmann - Tribute. Comput. Chem. Eng. 72 (2015)
David G. García Münzer, Margaritis Kostoglou, Michael C. Georgiadis, Efstratios N. Pistikopoulos, Athanasios Mantalaris
Cyclin and DNA Distributed Cell Cycle Model for GS-NS0 Cells. PLoS Comput. Biol. 11 (2) (2015)
Stamatina Zavitsanou, Athanasios Mantalaris, Michael C. Georgiadis, Efstratios N. Pistikopoulos
In Silico Closed-Loop Control Validation Studies for Optimal Insulin Delivery in Type 1 Diabetes. IEEE Trans. Biomed. Eng. 62 (10) (2015)
Pedro Rivotti, Efstratios N. Pistikopoulos
A dynamic programming based approach for explicit model predictive control of hybrid systems. Comput. Chem. Eng. 72 (2015)
Richard Oberdieck, Efstratios N. Pistikopoulos
Explicit hybrid model-predictive control: The exact solution. Autom. 58 (2015)
Ioana Nascu, Alexandra Krieger, Clara-Mihaela Ionescu, Efstratios N. Pistikopoulos
Advanced Model-Based Control Studies for the Induction and Maintenance of Intravenous Anaesthesia. IEEE Trans. Biomed. Eng. 62 (3) (2015)
María Fuentes Garí, Eirini Velliou, Ruth Misener, Eleni Pefani, Maria Rende, Nicki Panoskaltsis, Athanasios Mantalaris, Efstratios N. Pistikopoulos
A systematic framework for the design, simulation and optimization of personalized healthcare: Making and healing blood. Comput. Chem. Eng. 81 (2015)
Ioana Nascu, Richard Oberdieck, Efstratios N. Pistikopoulos
Offset-Free Explicit Hybrid Model Predictive Control of Intravenous Anaesthesia. SMC (2015)
Pedro Rivotti, Efstratios N. Pistikopoulos
Constrained dynamic programming of mixed-integer linear problems by multi-parametric programming. Comput. Chem. Eng. 70 (2014)
Ioana Nascu, Romain S. C. Lambert, Efstratios N. Pistikopoulos
A combined estimation and multi-parametric model predictive control approach for intravenous anaesthesia. SMC (2014)
Jan K. Marzinek, Peter J. Bond, Guoping Lian, Yanyan Zhao, Lujia Han, Massimo G. Noro, Efstratios N. Pistikopoulos, Athanasios Mantalaris
Free Energy Predictions of Ligand Binding to an α-Helix Using Steered Molecular Dynamics and Umbrella Sampling Simulations. J. Chem. Inf. Model. 54 (7) (2014)
Alexandra Krieger, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C. Georgiadis, Efstratios N. Pistikopoulos
Modeling and Analysis of Individualized Pharmacokinetics and Pharmacodynamics for Volatile Anesthesia. IEEE Trans. Biomed. Eng. 61 (1) (2014)
Ruth Misener, María Fuentes Garí, Maria Rende, Eirini Velliou, Nicki Panoskaltsis, Efstratios N. Pistikopoulos, Athanasios Mantalaris
Global superstructure optimisation of red blood cell production in a parallelised hollow fibre bioreactor. Comput. Chem. Eng. 71 (2014)
Nikolaos A. Diangelakis, Christos Panos, Efstratios N. Pistikopoulos
Design optimization of an internal combustion engine powered CHP system for residential scale application. Comput. Manag. Sci. 11 (3) (2014)
Alexandra Krieger, Efstratios N. Pistikopoulos
Model predictive control of anesthesia under uncertainty. Comput. Chem. Eng. 71 (2014)
Eleni Pefani, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C. Georgiadis, Efstratios N. Pistikopoulos
Chemotherapy Drug Scheduling for the Induction Treatment of Patients With Acute Myeloid Leukemia. IEEE Trans. Biomed. Eng. 61 (7) (2014)
Martina Wittmann-Hohlbein, Efstratios N. Pistikopoulos
Approximate solution of mp-MILP problems using piecewise affine relaxation of bilinear terms. Comput. Chem. Eng. 61 (2014)
Richard Oberdieck, Martina Wittmann-Hohlbein, Efstratios N. Pistikopoulos
A branch and bound method for the solution of multiparametric mixed integer linear programming problems. J. Glob. Optim. 59 (2-3) (2014)
Anna Voelker, Konstantinos I. Kouramas, Efstratios N. Pistikopoulos
Moving horizon estimation: Error dynamics and bounding error sets for robust control. Autom. 49 (4) (2013)
Eleni Pefani, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C. Georgiadis, Efstratios N. Pistikopoulos
Design of optimal patient-specific chemotherapy protocols for the treatment of acute myeloid leukemia (AML). Comput. Chem. Eng. 57 (2013)
Anna Voelker, Konstantinos I. Kouramas, Efstratios N. Pistikopoulos
Simultaneous design of explicit/multi-parametric constrained moving horizon estimation and robust model predictive control. Comput. Chem. Eng. 54 (2013)
Romain S. C. Lambert, Pedro Rivotti, Efstratios N. Pistikopoulos
A Monte-Carlo based model approximation technique for linear model predictive control of nonlinear systems. Comput. Chem. Eng. 54 (2013)
Konstantinos I. Kouramas, Christos Panos, Nuno P. Faísca, Efstratios N. Pistikopoulos
An algorithm for robust explicit/multi-parametric model predictive control. Autom. 49 (2) (2013)
Martina Wittmann-Hohlbein, Efstratios N. Pistikopoulos
On the global solution of multi-parametric mixed integer linear programming problems. J. Glob. Optim. 57 (1) (2013)
Behrang Mansoornejad, Efstratios N. Pistikopoulos, Paul Stuart
Metrics for evaluating the forest biorefinery supply chain performance. Comput. Chem. Eng. 54 (2013)
Hyeygjeon Chang, Efstratios N. Pistikopoulos, Alessandro Astolfi
Robust multi-parametric model predictive control for discrete-time LPV systems. ACC (2013)
Zhe Zhou, Pei Liu, Zheng Li, Efstratios N. Pistikopoulos, Michael C. Georgiadis
Impacts of equipment off-design characteristics on the optimal design and operation of combined cooling, heating and power systems. Comput. Chem. Eng. 48 (2013)
Chrysovalantou Ziogou, Michael C. Georgiadis, Efstratios N. Pistikopoulos, Spyros Voutetakis, Simira Papadopoulou
Performance improvement of an NMPC problem by search space reduction and experimental validation to a PEM fuel cell system. ECC (2013)
Georgios M. Kopanos, Michael C. Georgiadis, Efstratios N. Pistikopoulos
Scheduling Energy Cogeneration Units under Energy Demand Uncertainty. MIM (2013)
Georgios M. Kopanos, Michael C. Georgiadis, Efstratios N. Pistikopoulos
Operational planning in energy networks based on microgeneration. ACC (2013)
Efstratios N. Pistikopoulos, Michael C. Georgiadis, Antonis C. Kokossis
CACE Special Issue of ESCAPE-21. Comput. Chem. Eng. 42 (2012)
Efstratios N. Pistikopoulos
From multi-parametric programming theory to MPC-on-a-chip multi-scale systems applications. Comput. Chem. Eng. 47 (2012)
Pedro Rivotti, Romain S. C. Lambert, Efstratios N. Pistikopoulos
Combined model approximation techniques and multiparametric programming for explicit nonlinear model predictive control. Comput. Chem. Eng. 42 (2012)
Efstratios N. Pistikopoulos, Luis F. Domínguez, Christos Panos, Konstantinos I. Kouramas, Altannar Chinchuluun
Theoretical and algorithmic advances in multi-parametric programming and control. Comput. Manag. Sci. 9 (2) (2012)
Efstratios N. Pistikopoulos, Michael C. Georgiadis
Preface. Comput. Chem. Eng. 35 (9) (2011)
Aino Ropponen, Risto Ritala, Efstratios N. Pistikopoulos
Optimization issues of the broke management system in papermaking. Comput. Chem. Eng. 35 (11) (2011)
Konstantinos I. Kouramas, Nuno P. Faísca, Christos Panos, Efstratios N. Pistikopoulos
Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming. Autom. 47 (8) (2011)
Zheng Li, Pei Liu, Fen He, Minghua Wang, Efstratios N. Pistikopoulos
Simulation and exergoeconomic analysis of a dual-gas sourced polygeneration process with integrated methanol/DME/DMC catalytic synthesis. Comput. Chem. Eng. 35 (9) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Efstratios N. Pistikopoulos