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Papers matching “model learning” 39

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Creating a Real‐Time Capable Surrogate Model of a Wind Turbine Using Machine Learning
2025 Wind Energy article Energy Wind Energy Research and Development Open access

Stefan Witter, Jakob Roth, Ralf Schelenz, Georg Jacobs

3

citations
Global Sensitivity Analysis to Optimize Basin-Scale Conductive Model Calibration – A Case Study From the Upper Rhine Graben
2020 preprint Energy Geothermal Energy Systems and Applications Open access

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

10

citations
Global sensitivity analysis to optimize basin-scale conductive model calibration – A case study from the Upper Rhine Graben
2021 Geothermics article Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Jessica Freymark, Magdalena Scheck‐Wenderoth, Thomas Poulet, Florian Wellmann

21

citations
A Review of Model-Based Optimization for Hydrogen Refueling Stations
2026 Computational methods in applied sciences conference-paper Energy Hybrid Renewable Energy Systems

Zhuang Kang, Jacob de Nobel, Michael Emmerich, Thomas Bäck, Yingjie Fan

0

citations
Towards deep learning based airborne monitoring methods for heliostats in solar tower power plants
2023 conference-paper Energy Solar Thermal and Photovoltaic Systems

Rafal Broda, Alexander Schnerring, Julian J. Krauth, Marc Röger, Robert Pitz‐Paal

1

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
Forecasting induced seismicity in enhanced geothermal systems using machine learning: challenges and opportunities
2025 Geophysical Journal International article Energy Geothermal Energy Systems and Applications Open access

Sadegh Karimpouli, Grzegorz Kwiatek, Patricia Martínez‐Garzón, Danu Caus, Lei Wang, Georg Dresen, +1 more

14

citations
Machine Learning-Driven Site Selection for Wind Farms in Poland
2025 Energies article Energy Wind Energy Research and Development Open access

Artur Amsharuk, Grażyna Łaska, Kagan Yüksel, Reinhard Madlener

3

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
Maximum power point tracking of solar - pv under partial shading and variable load resistance using deep reinforcement learning algorithm
2026 Discover Electronics article Energy Photovoltaic System Optimization Techniques Open access

Ameze Big-Alabo

1

citations
Integrating Machine Learning and Sustainability in Nonwoven Production: A Case Study Using the FOREST Framework
2025 Applied System Innovation article Energy Energy Efficiency and Management Open access

Rosario Othen, Steven Macpherson, Christian Möbitz, Thomas Gries

0

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
Data-Driven Modeling and Analysis of Reservoir Fluid Behavior: A Machine Learning Approach to PVT Characterization in Heterogeneous Reservoirs
2025 Engineering World article Energy Reservoir Engineering and Simulation Methods Open access

Charley Iyke Anyadiegwu, Christian Emelu Okalla, Anthony Kerunwa, Chukwuebuka Destiny Uzor, Joy Chiamaka Uzoh, Ebenezer Ananiyom Aniyom, +1 more

1

citations
Inverse deep learning raytracing for scalable heliostat surface prediction
2026 RWTH Publications (RWTH Aachen) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Jan Pascal Lewen

0

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
Crustal-Scale Thermal Models: Revisiting the Influence of Deep Boundary Conditions
2022 preprint Energy Geothermal Energy Systems and Applications Open access

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

0

citations
Crustal-Scale Thermal Models: Revisiting the Influence of Deep Boundary Conditions
2021 preprint Energy Geothermal Energy Systems and Applications Open access

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

0

citations
Mine surveying science and technology for contemporary and future mining industries
2026 International Journal of Mining Science and Technology article Energy Engineering and Environmental Studies Open access

Zhengfu Bian, Qiuzhao Zhang, Runfa Tong, Nanshan Zheng, Axel Preuße

7

citations
Towards bridging the gap between the design and operation of borehole heat exchangers
2025 RWTH Publications (RWTH Aachen) dissertation Energy Geothermal Energy Systems and Applications Open access

Elisa Heim

0

citations
A comprehensive study of the all-sky image and solar irradiance dataset SolarVision Almería
2026 Solar Energy article Energy Solar Radiation and Photovoltaics Open access

Yann Fabel, Niklas Benedikt Blum, Bijan Nouri, Stefan Wilbert, Thomas Schmidt, Ole Johannsen, +3 more

2

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

4

citations
Bayesian Optimization for Improved Electrode Conditioning: Ni(-Fe) Electrodes for the Alkaline Oxygen Evolution Reaction
2026 ECS Meeting Abstracts conference-abstract Energy Electrocatalysts for Energy Conversion

J. Raphael Seidenberg, Clara Gohlke, Raphael Diebold, Vera Seidl, Anna K. Mechler, Alexander Mitsos, +1 more

0

citations
Developing a framework towards global biochar supply chains to optimize regional production cost
2025 Environmental Technology & Innovation article Energy Forest Biomass Utilization and Management Open access

Ali Abdelshafy, Grit Walther

7

citations
Understanding the European energy crisis through structural causal models
2026 Nature Communications article Energy Global Energy Security and Policy Open access

Sarah Schreyer, Florian Immig, Ulrich Oberhofer, Julius Trebbien, Aaron Praktiknjo, Benjamin Schäfer, +1 more

2

citations
A microfluidic system for cultivation of cyanobacteria with precise light intensity and CO2 control: Enabling growth data acquisition at single-cell resolution.
2024 ChemRxiv preprint Energy Algal biology and biofuel production Open access

Lennart Witting, Johannes Seiffarth, Birgit Stute, Jan Matthis Hofer, Katharina Nöh, Marion Eisenhut, +3 more

1

citations