Institute of Climate and Energy Systems (ICE)

Publikationen 2026

Journal Article - Online First Ackermann, P.RWTH* ; Panofen, M.RWTH* ; Burkardt, P.RWTH* ; Lehrheuer, B.RWTH* ; Viell, J.RWTH* ; Pischinger, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Well-to-Wheel Design of Renewable Fuels for Future Spark-Ignition Engines
Energy & fuels 40(8), 4207 - 4215 (2026) [10.1021/acs.energyfuels.5c05792]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Anand, K. ; Prokopou, G. I. ; Zängler, W. ; Nguyen, V. P. ; Pötting, H. ; Keller, R. ; Mitsos, A.FZJ*RWTH* ; Wessling, M.RWTH* ; von der Assen, N. (Corresponding author)RWTH*
Environmental Potential Of Co-Transporting Hydrogen In Natural Gas Pipelines Followed By Electrochemical Hydrogen Compression
International journal of hydrogen energy 234, 154957 - (2026) [10.1016/j.ijhydene.2026.154957]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Ascani, M.RWTH* ; Burkart, L.RWTH* ; Ackermann, P.RWTH* ; Becker, T.RWTH* ; Panofen, M.RWTH* ; Mitsos, A.FZJ*RWTH* ; Herres-Pawlis, S. (Corresponding author)RWTH*
Integrated Recycling of Polylactide using Biomass into Renewable Fuels: A Combined Experimental and Computational Design Approach
Sustainable energy & fuels -, 10.1039.D6SE00361C (2026) [10.1039/D6SE00361C]2026 BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Bicker, J. ; Gerstein, C. ; Kerkmann, D. ; Korf, S.FZJ* ; Schmieding, R. ; Wendler, A. ; Zunker, H. ; Abele, D. ; Betz, M.FZJ* ; Nguyen, K. ; Plötzke, L. ; Volmer, K. ; Schmidt, A. ; Waßmuth, N. ; Lenz, P. ; Richter, D. ; Tritzschak, H. ; Hannemann-Tamás, R. ; Litz, J. ; Johannssen, P. ; Borges, M. ; Jungklaus, A. ; Heger, M. ; Lange, A. ; Kluth, E. ; Rack, K. ; Wieland, V. ; Arruda, J. ; Binder, S. ; Klitz, M. ; Siggel, M. ; Dahmen, M.FZJ* ; Basermann, A. ; Meyer-Hermann, M. ; Hasenauer, J. ; Kühn, M. J. (Corresponding author)
MEmilio -- A high performance Modular EpideMIcs simuLatIOn software for multi-scale and comparative simulations of infectious disease dynamics
arXiv (2026) [10.48550/ARXIV.2602.11381]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article Brozos, C.RWTH* ; Bhattacharya, S. ; Rittig, J. G.RWTH* ; Akanny, E. ; Eiden, P. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Predicting the equivalent alkane carbon number of oils using graph neural networks and quantum mechanical descriptors
Computers & chemical engineering 204, 109425 - (2026) [10.1016/j.compchemeng.2025.109425]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Cramer, E. (Corresponding author) ; Kutschat, L.RWTH* ; Stollenwerk, O.RWTH* ; Paulson, J. A. ; Mitsos, A.FZJ*RWTH*
Bayesian Optimization of Partially Known Systems using Hybrid Models
arXiv (2026) [10.48550/ARXIV.2603.11199]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article Dörner, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Gas crossover in PEM electrolyzers: Experimental validation and improved oxygen crossover model
Chemical engineering science 324, 123310 - (2026) [10.1016/j.ces.2026.123310]2026 Files BibTeX | EndNote: XML, Text | RIS

Book/Dissertation / PhD Thesis Glücker, P. (Corresponding author)FZJ*
Design of Local Multi-Energy Systems: Impact of Coupled Energy Vector Integration and Grid Service Participation
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich Reihe Energie & Umwelt / Energy & Environment 690, xxviii, 145 (2026) [10.34734/FZJ-2026-00529]2026 = Dissertation, RWTH Aachen University, 2025 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Glücker, P. (Corresponding author)FZJ* ; Germscheid, S. H. M. ; Ojeda, A.FZJ* ; Benigni, A.FZJ* ; Dahmen, M.FZJ* ; Pesch, T.FZJ*
Unlocking reactive power potential of industrial processes for voltage support through scheduling optimization
Computers & chemical engineering 208, 109591 (2026) [10.1016/j.compchemeng.2026.109591]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Hampel, N. (Corresponding author)FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Model-Based Design and Operational Optimization of HPC Waste Heat Recovery and High-Temperature Aquifer Thermal Energy Storage in Existing Energy Infrastructures
3(1), 1 - (2026) [10.3390/esa3010001]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Hicham, K. K. B.RWTH* ; Rittig, J. G.RWTH* ; Grohe, M.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Tabular foundation models for in-context prediction of molecular properties
arXiv (2026) [10.48550/ARXIV.2604.16123]2026 BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Hicham, K. K. B.RWTH* ; Ascani, M.RWTH* ; Rittig, J. G.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Differentiable Thermodynamic Phase-Equilibria for Machine Learning
arXiv (2026) [10.48550/ARXIV.2603.11249]2026 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Huang, H. (Corresponding author)FZJ* ; Fernengel, N. ; Xhonneux, A.FZJ* ; Holtwerth, A.FZJ* ; Hehemann, M.FZJ* ; Hoppe, E.FZJ* ; Waczowicz, S. ; Förderer, K. ; Hagenmeyer, V. ; Müller, D.FZJ*
Towards ICT-Enabled Multi-agent Based Operations in Local Energy Communities: A Proof of Concept
2026Energy Informatics / Martinac, Ivo (Editor) [https://orcid.org/0000-0001-7907-1933] ; Cham : Springer Nature Switzerland, 2026, Chapter 23 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-03100-6=978-3-032-03101-3 ; doi:10.1007/978-3-032-03101-3
First Nordic Energy Informatics Academy Conference - EIA Nordic 2025, StockholmStockholm, Sweden, 20 Aug 2025 - 22 Aug 20252025-08-202025-08-22 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 16095, 323 - 340 (2026) [10.1007/978-3-032-03101-3_23]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Jungen, D.RWTH* ; Zingler, A.RWTH* ; Djelassi, H.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
libDIPS – discretization-based semi-infinite and bilevel programming solvers
Mathematical programming computation -, - (2026) [10.1007/s12532-026-00308-3]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Jungen, D.RWTH* ; Laub, J.-F.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Optimal experimental design for guaranteed parameter estimation with rigorous formulation of the embedded liquid-liquid equilibrium
Chemical engineering science 326, 123437 - (2026) [10.1016/j.ces.2026.123437]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article Li, C. (Corresponding author)FZJ* ; Carta, D.FZJ* ; De Din, E.FZJ* ; Benigni, A.FZJ*
MPC-Based Multifunctional V2G Operation in Multienergy Systems
IEEE open journal of the Industrial Electronics Society 7, 28 - 41 (2026) [10.1109/OJIES.2025.3644913]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Lüthje, J. T.RWTH* ; Langiu, M.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Working fluid screening for ORC-based Carnot batteries by deterministic global optimization of design and nominal operation
Optimization and engineering 27, 587-616 (2026) [10.1007/s11081-025-10026-9]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Mayfrank, D.FZJ* ; Dernek, K.FZJ*RWTH* ; Lang, L.RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
End-to-end reinforcement learning of Koopman models for eNMPC of an air separation unit
Computers & chemical engineering 207, 109540 - (2026) [10.1016/j.compchemeng.2025.109540]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Pavšek, J.RWTH* ; Mitsos, A.FZJ*RWTH* ; Sim, E. J.RWTH* ; Rittig, J. G. (Corresponding author)RWTH*
Clapeyron neural networks for single-species vapor–liquid equilibria
Computers & chemical engineering 211, 109678 - (2026) [10.1016/j.compchemeng.2026.109678]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Rittig, J. G. ; Dahmen, M.FZJ* ; Grohe, M.RWTH* ; Schwaller, P. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Molecular machine learning in chemical process design
Current opinion in chemical engineering 52, 101239 - (2026) [10.1016/j.coche.2026.101239]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Schulze, J. C.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Nonlinear model order reduction of dynamical systems in process engineering: review and comparison
Nonlinear dynamics 114(9), 630 (2026) [10.1007/s11071-026-12495-8]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article Stock, J.FZJ* ; Xhonneux, A. (Corresponding author)FZJ* ; Müller, D.FZJ*
Optimisation of district heating network separation: An extended approach for partial transformation of large-scale network structures
Energy 344, 139737 - (2026) [10.1016/j.energy.2025.139737]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Tan, T. X.RWTH* ; Mitsos, A.FZJ*RWTH* ; Cramer, E.
Iterative Model-Learning Scheme via Gaussian Processes for Nonlinear Model Predictive Control of (Semi-)Batch Processes
arXiv (2026) [10.48550/ARXIV.2604.22672]2026 BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Velioglu, M.FZJ*RWTH* ; Zhai, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Mhamdi, A.RWTH* ; Jupke, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Estimating Dense-Packed Zone Height in Liquid-Liquid Separation: A Physics-Informed Neural Network Approach
arXiv (2026) [10.48550/ARXIV.2601.18399]2026 BibTeX | EndNote: XML, Text | RIS

Preprint Wedemeyer, M.FZJ*RWTH* ; Cramer, E. ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Data-Driven Conditional Flexibility Index
arXiv (2026) [10.48550/ARXIV.2601.16028]2026 BibTeX | EndNote: XML, Text | RIS

Preprint - Online First Wedemeyer, M.FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Robust Design of Multi-Energy Systems Accounting for Mixed-Integer Operational Problems
arXiv (2026) [10.48550/ARXIV.2604.26613]2026 BibTeX | EndNote: XML, Text | RIS

Journal Article Wedemeyer, M.FZJ* ; Cramer, E.RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Robust energy system design via semi-infinite programming
Optimization and engineering 27, 503-530 (2026) [10.1007/s11081-025-10016-x]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Book/Dissertation / PhD Thesis Zhang, J. (Corresponding author)FZJ*
A Parallel-in-Space Simulator for Accelerating Power System Simulation on Graphics Processing Units
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich Reihe Energie & Umwelt / Energy & Environment 691, 112 pp. (2026) [10.34734/FZJ-2026-01635]2026 = Dissertation, RWTH Aachen University, 2025 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Ziegler, A. L.RWTH* ; Stumm, M.-D.RWTH* ; Prömper, T.RWTH* ; Steimann, T.RWTH* ; Magnus, J.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Simultaneous design of microbe and bioreactor
Computers & chemical engineering 204, 109388 - (2026) [10.1016/j.compchemeng.2025.109388]2026 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Letzte Änderung: 25.02.2026