Search Results for author: Birger Horstmann

Found 2 papers, 1 papers with code

Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature

1 code implementation28 Oct 2022 Masaki Adachi, Yannick Kuhn, Birger Horstmann, Arnulf Latz, Michael A. Osborne, David A. Howey

We show that popular model selection criteria, such as root-mean-square error and Bayesian information criterion, can fail to select a parsimonious model in the case of a multimodal posterior.

Model Selection

Statics and Dynamics of Space-Charge-Layers in Polarized Inorganic Solid Electrolytes

no code implementations25 Jan 2021 Katharina Becker-Steinberger, Simon Schardt, Birger Horstmann, Arnulf Latz

The quest for safe high-energy batteries with "5V-class" cathodes and lithium metal anodes drives research into solid electrolytes.

Chemical Physics

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