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619830

Juniorprofessur für Artificial Intelligence and Digitalization for Batteries Also known as:Juniorprofessor für Artificial Intelligence and Digitalization for Batteries
IDI:(DE-82)619830_20240726

⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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A state-of-the-art review and analysis of battery system technologies for maritime electrification
Applied energy 427(Part A), 128783 () [10.1016/j.apenergy.2026.128783]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Revealing hidden plating dynamics: High-fidelity modeling of lithium plating and stripping across operating regimes
eTransportation 29, 100620 () [10.1016/j.etran.2026.100620]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Transforming 3D multi-physics simulations into real-time onboard intelligence for energy storage systems thermal management with physics-informed neural networks
Applied energy 418, 128057 () [10.1016/j.apenergy.2026.128057]  GO BibTeX | EndNote: XML, Text | RIS

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Evolution of safety risks during battery degradation: mechanisms and implications
Journal of Energy Chemistry 117, 782-799 () [10.1016/j.jechem.2026.02.040]  GO OpenAccess BibTeX | EndNote: XML, Text | RIS

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Physics-Guided Deep Learning for Battery Future Capacity and Remaining Useful Life Predictions
IEEE transactions on transportation electrification : ITTEBP 12(3), 4846-4860 () [10.1109/TTE.2026.3665605]  GO BibTeX | EndNote: XML, Text | RIS

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Deep learning for decoding lithium plating in lithium-ion batteries from post-mortem images
Journal of energy storage 154(Part A), 121028 () [10.1016/j.est.2026.121028]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Degradation of LiFePO4 batteries after a real hybrid-bus extended application: Investigation of ageing phenomena and heterogeneity of performance
Journal of energy storage 152(Part C), 120653 () [10.1016/j.est.2026.120653]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Diagnosing inconsistencies in battery energy storage systems: A framework integrating electrical, thermal, and aging perspectives
Applied energy 405, 127203 () [10.1016/j.apenergy.2025.127203]  GO BibTeX | EndNote: XML, Text | RIS

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Bridging battery degradation and safety: Challenges and opportunities
eTransportation 26, 100497 () [10.1016/j.etran.2025.100497]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Demystifying data-driven approaches for battery electric transportation: Challenges and future directions
eTransportation 26, 100501 () [10.1016/j.etran.2025.100501]  GO BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Record created 2024-07-26, last modified 2025-10-08
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