Publications 2024
Journal Article
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
Applied energy 356, 122351 (2024) [10.1016/j.apenergy.2023.122351]
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Preprint
Optimal design of a local renewable electricity supply system for power-intensive production processes with demand response
arXiv (2024) [10.48550/ARXIV.2401.12759]
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Journal Article
Optimal Design and Flexible Operation of a Fully Electrified Biodiesel Production Process
Industrial & engineering chemistry research 63(3), 1487 - 1500 (2024) [10.1021/acs.iecr.3c03074]
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Journal Article
Closed loop model predictive control of a hybrid battery-hydrogen energy storage system using mixed-integer linear programming
Energy conversion and management: X 22, 100561 - (2024) [10.1016/j.ecmx.2024.100561]
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Journal Article
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
SIAM journal on scientific computing 46(2), A719 - A743 (2024) [10.1137/22M1535310]
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Journal Article
Optimal design of a local renewable electricity supply system for power-intensive production processes with demand response
Computers & chemical engineering 185, 108656 - (2024) [10.1016/j.compchemeng.2024.108656]
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Journal Article
Optimal sizing and operation of electrochemical hydrogen compression
Chemical engineering science 293, 120031 - (2024) [10.1016/j.ces.2024.120031]
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Preprint
Nonlinear Manifold Learning Determines Microgel Size from Raman Spectroscopy
arXiv (2024) [10.48550/ARXIV.2403.08376]
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Journal Article
Predicting dynamic stability from static features in power grid models using machine learning
Chaos 34(1), 013139 (2024) [10.1063/5.0175372]
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Journal Article - Online First
Focus on Monitoring and Control of Complex Supply Systems
Journal of physics / Complexity 5, 000001 (2024) [10.1088/2632-072X/acfadd]
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Contribution to a conference proceedings/Contribution to a book
Dual Communities Characterize Structural Patterns and Robustness in Leaf Venation Networks
International Conference on Complex Networks and Their Applications
International Conference on Complex Networks and Their Applications, MentonMenton, France, 28 Nov 2023 - 30 Nov 2023
95 pp. (2024) [10.1007/978-3-031-53499-7_8]
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Preprint
Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks
arXiv (2024) [10.48550/ARXIV.2403.03767]
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Journal Article
A branch-and-bound algorithm with growing datasets for large-scale parameter estimation
European journal of operational research 316(1), 36 - 45 (2024) [10.1016/j.ejor.2024.02.020]
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Journal Article
Hierarchical heat transfer modeling of a continuous millireactor
Computers & chemical engineering 183, 108621 - (2024) [10.1016/j.compchemeng.2024.108621]
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Preprint
Simultaneous design of fermentation and microbe
arXiv (2024) [10.48550/ARXIV.2401.16188]
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Preprint
Graph Neural Networks for Surfactant Multi-Property Prediction
arXiv (2024) [10.48550/ARXIV.2401.01874]
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Journal Article
Identifying key environmental objectives for integrated process and fuel design
Sustainable energy & fuels 8(9), 1966-1982 (2024) [10.1039/D3SE01602A]
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Journal Article
A black-box adversarial attack on demand side management
Computers & chemical engineering 186, 108681 - (2024) [10.1016/j.compchemeng.2024.108681]
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Journal Article - Online First
Itaconic acid production by co‐feeding of Ustilago maydis : A combined approach of experimental data, design of experiments, and metabolic modeling
Biotechnology and Bioengineering / Symposium -, bit.28693 (2024) [10.1002/bit.28693]
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