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physics.chem-ph2026
Physics-based modeling of cyclic and calendar aging of LIBs with Si-Gr composite anodes
Micha C. J. Philipp, Lukas Köbbing, Alexander Karger +3
Higher energy density and longer lifetime are the requirements for next-generation lithium-ion batteries. A promising anode material is silicon, which offers high specific capacity…
physics.chem-ph2024
Physics-based inverse modeling of battery degradation with Bayesian methods
Micha C. J. Philipp, Yannick Kuhn, Arnulf Latz +1
To further improve Lithium-ion batteries (LiBs), a profound understanding of complex battery processes is crucial. Physical models offer understanding but are difficult to validate…