Publikationen 2025
Journal Article
Physics-informed neural networks for dynamic process operations with limited physical knowledge and data
Computers & chemical engineering 192, 108899 - (2025) [10.1016/j.compchemeng.2024.108899]
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Journal Article
EV Charging Station Placement Considering V2G and Human Factors in Multi-Energy Systems
IEEE transactions on smart grid 16(1), 529-540 (2025) [10.1109/TSG.2024.3424530]
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Journal Article
Digital Twins for Building Pseudo-Measurements
IEEE transactions on instrumentation and measurement 74, 2504510 (2025) [10.1109/TIM.2025.3527590]
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Journal Article
Computational Co-optimization of Fuel and Spark-Ignition Engine
Energy & fuels 39(8), 4079 - 4093 (2025) [10.1021/acs.energyfuels.4c04775]
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Journal Article
Sample-efficient reinforcement learning of Koopman eNMPC
Computers & chemical engineering 201, 109240 - (2025) [10.1016/j.compchemeng.2025.109240]
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Journal Article
Retrofitting Ordinary Portland cement production for reduced greenhouse gas emissions
Computers & chemical engineering 201, 109200 - (2025) [10.1016/j.compchemeng.2025.109200]
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Journal Article - Online First
MUSE-BB: a decomposition algorithm for nonconvex two-stage problems using strong multisection branching
Journal of global optimization -, - (2025) [10.1007/s10898-025-01489-2]
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Journal Article
Exploring data augmentation: Multi-task methods for molecular property prediction
Computers & chemical engineering 201, 109253 - (2025) [10.1016/j.compchemeng.2025.109253]
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Journal Article
Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks
Computers & chemical engineering 198, 109085 - (2025) [10.1016/j.compchemeng.2025.109085]
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Journal Article - Online First
Discretization algorithms for generalized semi-infinite programs with coupling equality constraints under local solution stability
Journal of global optimization -, - (2025) [10.1007/s10898-025-01515-3]
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Journal Article
Out-of-sample estimation for a branch-and-bound algorithm with growing datasets
Journal of global optimization 92(3), 615 - 642 (2025) [10.1007/s10898-025-01514-4]
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Preprint
Nonlinear Model Order Reduction of Dynamical Systems in Process Engineering: Review and Comparison
arXiv (2025) [10.48550/ARXIV.2506.12819]
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Journal Article
An integrated scheduling and control scheme with two economic layers for demand side management of chemical processes
AIChE journal 71(6), e18731 (2025) [10.1002/aic.18731]
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Journal Article
Early-stage techno-economic evaluation of electrochemical nitrogen reduction to ammonia based on catalyst performance
Electrochimica acta 523, 145893 - (2025) [10.1016/j.electacta.2025.145893]
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Journal Article
A practical scenario generation method for electricity prices on day-ahead and intraday spot markets
Computers & chemical engineering 199, 109118 - (2025) [10.1016/j.compchemeng.2025.109118]
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Journal Article
Interpreting Concentration and Activation Overpotentials in Electrochemical Systems: A Critical Discussion
Journal of the Electrochemical Society 172(4), 043506 - (2025) [10.1149/1945-7111/adc76c]
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Preprint
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?
arXiv (2025) [10.48550/ARXIV.2503.03625]
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Journal Article - Online First
Optimizing flexibility in power systems by maximizing the region of manageable uncertainties
Optimization and engineering -, - (2025) [10.1007/s11081-025-09958-z]
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Journal Article - Online First
eCherry: A Modelica Library for Modular Dynamic Modelling of Electrochemical Reactors
Electrochemical science advances -, e202400030 (2025) [10.1002/elsa.202400030]
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Journal Article
Model-based evaluation of ammonia energy storage concepts at high technological readiness level
Applied energy 377, 124495 - (2025) [10.1016/j.apenergy.2024.124495]
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Journal Article
Cost-optimal design and operation of hydrogen refueling stations with mechanical and electrochemical hydrogen compressors
Computers & chemical engineering 192, 108862 - (2025) [10.1016/j.compchemeng.2024.108862]
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