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Papers matching “learning potential” 11

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AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning
2022 Energy Conversion and Management article Energy Hybrid Renewable Energy Systems Open access cited by 1 patent

Alexander Dreher, Thomas Bexten, Tobias Sieker, Malte Lehna, Jonathan Schütt, Christoph Scholz, +1 more

100

citations
Energy management for hydrogen refueling stations: A synergistic approach of cascade compression architecture and deep reinforcement learning
2026 International Journal of Hydrogen Energy article Energy Hybrid Renewable Energy Systems Open access

Dunxiang Lu, Zhuang Kang, Thomas Bäck, Yingjie Fan

0

citations
Soiling determination for parabolic trough collectors based on operational data analysis and machine learning
2023 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Alex Brenner, J. Kahn, Tobias Hirsch, Marc Röger, Robert Pitz‐Paal

21

citations
Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers
2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access

André Colliard-Granero, Keusra Armel Gompou, Christian Rodenbücher, Kourosh Malek, Michael Hermann Eikerling, Mohammad J. Eslamibidgoli

19

citations
Automatic heliostat learning for in situ concentrating solar power plant metrology with differentiable ray tracing
2024 Nature Communications article Energy Solar Thermal and Photovoltaic Systems Open access

Max Pargmann, Jan Ebert, Markus Götz, Daniel Maldonado Quinto, Robert Pitz‐Paal, Stefan Kesselheim

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
Crustal-scale thermal models: revisiting the influence of deep boundary conditions
2022 Environmental Earth Sciences article Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

14

citations
Bayesian Optimization of Electrode Conditioning of Ni(‐Fe) Electrodes for the Alkaline Oxygen Evolution Reaction
2025 ChemElectroChem article Energy Electrocatalysts for Energy Conversion Open access

J. Raphael Seidenberg, Clara Gohlke, Raphael Diebold, Anna K. Mechler, Alexander Mitsos, Dominik Bongartz

3

citations
Hierarchical Modeling of the Local Reaction Environment in Electrocatalysis
2024 Accounts of Chemical Research article Energy Electrocatalysts for Energy Conversion Open access

Xinwei Zhu, Jun Zh. Huang, Michael Hermann Eikerling

46

citations
End-to-end sensitivity analysis of a hybrid heliostat calibration process involving artificial neural networks
2025 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Leon Tim Engelbert Sievers, Max Pargmann, Daniel Maldonado Quinto, Bernhard Hoffschmidt

9

citations
Concentrating solar power (CSP) plant data-driven digital twin: A novel method for flux density prediction
2025 Results in Engineering article Energy Solar Thermal and Photovoltaic Systems Open access

Sergio Díaz Alonso, Christian Raeder, Bernhard Hoffschmidt

6

citations

11 results