Coordinator | Mallmann, Daniel |
Grant period | 2019-07-01 - 2023-12-31 |
Funding body | Forschungszentrum Jülich GmbH |
Identifier | G:(DE-Juel-1)E5430311 |
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Journal Article
Enhanced Battery Modeling: Improving Charge and Lifetime Predictions
ChemistryViews 2025, 2025 (2025) [10.1002/chemv.202500023]
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Preprint
Weighted distribution of relaxation time analysis of battery impedance spectra using Gaussian process regression for noise estimation
ChemRxiv (2024) [10.26434/chemrxiv-2024-1gxgq]
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Dissertation / PhD Thesis
AI-based simulation of battery system combined with advanced spectroscopy
142 p. (2024) = Dissertation, RWTH Aachen, 2024
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Master Thesis
Smart Battery Management: Optimization of electrochemical impedance spectroscopy for machine learning based battery management
65 pp. (2023) = Masterarbeit, RWTH Aachen, 2023
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Poster (Other)
Uncertainty weighted distribution of relaxation time analysis of battery impedance spectra using Gaussian process regression for noise estimation
Advanced battery power conference, AachenAachen, Germany, 27 Apr 2023 - 28 Apr 2023
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Conference Presentation (Invited)
Closing the gap between spectroscopy and theory for energy materials
37th Umbrella Symposium, JülichJülich, Germany, 23 Sep 2024 - 25 Sep 2024
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All known publications ...
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