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Papers 344

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Process systems engineering – The generation next?
2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration

Efstratios N. Pistikopoulos, Ana Paula Barbosa‐Póvoa, Jay H. Lee, Ruth Misener, Alexander Mitsos, Gintaras V. Reklaitis, +3 more

263

citations
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

142

citations
Power-to-X processes based on PEM water electrolyzers: A review of process integration and flexible operation
2023 Computers & Chemical Engineering article Energy Hybrid Renewable Energy Systems Open access cited by 1 patent

Simone Mucci, Alexander Mitsos, Dominik Bongartz

115

citations
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids
2023 Computers & Chemical Engineering article Chemical Engineering Ionic liquids properties and applications Open access

Jan G. Rittig, Karim Ben Hicham, Artur M. Schweidtmann, Manuel Dahmen, Alexander Mitsos

86

citations
Cost-optimal Power-to-Methanol: Flexible operation or intermediate storage?
2023 Journal of Energy Storage article Energy Hybrid Renewable Energy Systems Open access

Simone Mucci, Alexander Mitsos, Dominik Bongartz

79

citations
The integration of scheduling and control: Top-down vs. bottom-up
2020 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Adrian Caspari, Calvin Tsay, Adel Mhamdi, Michael Bâldea, Alexander Mitsos

77

citations
Small-scale adiabatic compressed air energy storage: Control strategy analysis via dynamic modelling
2021 Energy Conversion and Management article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems cited by 1 patent

Simone Mucci, Aldo Bischi, Stefano Briola, Andrea Baccioli

67

citations
Gibbs–Duhem-informed neural networks for binary activity coefficient prediction
2023 Digital Discovery article Engineering Phase Equilibria and Thermodynamics Open access

Jan G. Rittig, Kobi Felton, Alexei A. Lapkin, Alexander Mitsos

60

citations
Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Deterministic global optimization with Gaussian processes embedded
2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more

47

citations
Recent advances in nonconvex semi-infinite programming: Applications and algorithms
2021 EURO Journal on Computational Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Hatim Djelassi, Alexander Mitsos, Oliver T. Stein

42

citations
Thermodynamics-consistent graph neural networks
2024 Chemical Science article Engineering Phase Equilibria and Thermodynamics Open access

Jan G. Rittig, Alexander Mitsos

38

citations
Integrated design of processes and products: Optimal renewable fuels
2020 Computers & Chemical Engineering article Engineering Process Optimization and Integration

Andrea Anna König, Lisa Neidhardt, Jörn Viell, Alexander Mitsos, Manuel Dahmen

37

citations
Techno-Economic Comparison of Flexibility Options in Chlorine Production
2020 Industrial & Engineering Chemistry Research article Energy Hybrid Renewable Energy Systems

Luisa C. Brée, Andreas Bulan, Robert Herding, Jonas Kuhlmann, Alexander Mitsos, Karen Perrey, +1 more

36

citations
Graph machine learning for design of high‐octane fuels
2022 AIChE Journal article Materials Science Machine Learning in Materials Science Open access

Jan G. Rittig, Martin Ritzert, Artur M. Schweidtmann, Jana M. Weber, Philipp Morsch, Karl Alexander Heufer, +3 more

36

citations
ML-SAFT: A machine learning framework for PCP-SAFT parameter prediction
2024 Chemical Engineering Journal article Engineering Phase Equilibria and Thermodynamics Open access

Kobi Felton, Lukas Raßpe-Lange, Jan G. Rittig, Kai O. Leonhard, Alexander Mitsos, Julian Meyer‐Kirschner, +2 more

33

citations
Modular modeling of electrochemical reactors: Comparison of CO2-electolyzers
2020 Computers & Chemical Engineering article Energy CO2 Reduction Techniques and Catalysts Open access

Luisa C. Brée, Matthias Weßling, Alexander Mitsos

33

citations
Deterministic global superstructure-based optimization of an organic Rankine cycle
2020 Computers & Chemical Engineering article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Wolfgang R. Huster, Artur M. Schweidtmann, Jannik T. Lüthje, Alexander Mitsos

30

citations
HybridML: Open source platform for hybrid modeling
2022 Computers & Chemical Engineering article Computer Science Modeling and Simulation Systems Open access

Kilian Merkelbach, Artur M. Schweidtmann, Younes Müller, Patrick Schwoebel, Adel Mhamdi, Alexander Mitsos, +3 more

30

citations
A wave propagation approach for reduced dynamic modeling of distillation columns: Optimization and control
2020 Journal of Process Control article Engineering Process Optimization and Integration Open access

Adrian Caspari, Christoph Offermanns, Anna‐Maria Ecker, Martin Pottmann, Gerhard Zapp, Adel Mhamdi, +1 more

29

citations
Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning
2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

Jan C. Schulze, Danimir T. Doncevic, Alexander Mitsos

29

citations
Model-based evaluation of ammonia energy storage concepts at high technological readiness level
2024 Applied Energy article Energy Hybrid Renewable Energy Systems Open access

Simone Mucci, Marc‐Daniel Stumm, Michael J. Rix, Alexander Mitsos

28

citations
Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines
2021 Chemical Engineering Science article Chemical Engineering Advanced Combustion Engine Technologies

Andrea Anna König, Maximilian Siska, Artur M. Schweidtmann, Jan G. Rittig, Jörn Viell, Alexander Mitsos, +1 more

27

citations
Holistic Approach to Process Design and Scale-Up for Itaconic Acid Production from Crude Substrates
2023 Bioengineering article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

Katharina Maria Saur, Robert Kiefel, Paul-Joachim Niehoff, Jordy Hofstede, Philipp Ernst, Johannes Brockkötter, +6 more

27

citations
Thermodynamic and Economic Potential of Glycerol Oxidation to Replace Oxygen Evolution in Water Electrolysis
2024 Industrial & Engineering Chemistry Research article Energy Electrocatalysts for Energy Conversion Open access

Katharina M. Ebeling, Dominik Bongartz, Sonja D. Mürtz, Regina Palkovits, Alexander Mitsos

27

citations