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Distortion-aware physics-based impedance modeling of commercial Li-ion batteries under non-ideal excitation signals2026 Electrochemistry Communications article Engineering Advanced Battery Technologies Research Open access
Xu Chen, Dmitri L. Danilov, Tobias Frahm, Florian Rittweger, Thorben Schüthe, Karl-Ragmar Riemschneider, +5 more
2citations -
Distortion-aware physics-based impedance modeling of commercial Li-ion batteries under non-ideal excitation signals2026 Electrochemistry Communications article Engineering Advanced Battery Technologies Research Open access
Xiaoxuan Chen, Dmitri L. Danilov, Tobias Frahm, Florian Rittweger, Thorben Schüthe, Karl-Ragmar Riemschneider, +4 more
0citations -
Distortion-aware physics-based impedance modeling of commercial Li-ion batteries under non-ideal excitation signals2026 Electrochemistry Communications article Engineering Advanced Battery Technologies Research Open access
Xiaoxuan Chen, Dmitri L. Danilov, Tobias Frahm, Florian Rittweger, Thorben Schüthe, Karl-Ragmar Riemschneider, +5 more
0citations -
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access
Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter, Harrie‐Jan Hendricks Franssen, Harry Vereecken, Ana González‐Nicolás, +1 more
39citations -
Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Saurabh Balkrishna Tandale, Vasileios Polydoras, Marcus Stoffel
3citations -
Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks
Saurabh Balkrishna Tandale, Franz Bamer, Bernd A. Markert, Marcus Stoffel
31citations -
When Data Are Lacking: Physics-Based Inverse Design of Biopolymers Interacting with Complex, Fluid Phases2024 Journal of Chemical Theory and Computation article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Jeroen Methorst, Niek van Hilten, Art Hoti, Kai Steffen Stroh, Herre Jelger Risselada
10citations -
Coarse-grained physics-based modelling for tape casting of fuel-electrode supports in Solid Oxide Cells2025 Journal of Power Sources article Materials Science Advancements in Solid Oxide Fuel Cells Open access
Tan Le-Dinh, Mohammed Alabdali, Franco M. Zanotto, Hartmut Schlenz, Norbert Heribert Menzler, Olivier Guillon, +1 more
1citations