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Linus Hammacher

Forschungszentrum Jülich GmbH

Jülich, 52428

Germany

  • Forschungszentrum Jülich GmbH

SCHOLARLY PAPERS

2

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130

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Scholarly Papers (2)

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1.

Data-Driven Surrogate Modeling Framework for Performance Prediction and Sensitivity Analysis of a Proton Exchange Membrane Water Electrolyzer

Number of pages: 40 Posted: 28 Sep 2024 Last Revised: 07 Mar 2025
Ashoke Raman Kuppa, Linus Hammacher, Hans Kungl, André Karl, Eva Jodat, Rüdiger-A. Eichel and Violeta Karyofylli
Research Centre Jülich, Forschungszentrum Jülich GmbH, Forschungszentrum Jülich GmbH - Fundamental Electrochemistry (IEK-9), Research Centre Jülich, Research Centre Jülich, Forschungszentrum Jülich GmbH - Fundamental Electrochemistry (IEK-9) and Research Centre Jülich
Downloads 101 (684,672)

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machine learning, Sensitivity Analysis, PEM Water Electrolyzer, numerical simulation

2.

Data-driven modeling and optimization of anode-side structural, transport and electrochemical properties in PEM water electrolyzers

Number of pages: 47 Posted: 15 Apr 2026
Ashoke Raman Kuppa, Linus Hammacher, Violeta Karyofylli, Hans Kungl, André Karl, Eva Jodat and Rüdiger-A. Eichel
Research Centre Jülich, Forschungszentrum Jülich GmbH, Research Centre Jülich, Forschungszentrum Jülich GmbH - Fundamental Electrochemistry (IEK-9), Research Centre Jülich, Research Centre Jülich and Forschungszentrum Jülich GmbH - Fundamental Electrochemistry (IEK-9)
Downloads 29 (1,399,036)

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Machine learning, Feature selection, PEM water electrolyzer, Voltage losses