18 citations · 25 across the 6 of their papers we have counts for
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stat.ME2022★ 7 cited
Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature
Masaki Adachi, Yannick Kuhn, Birger Horstmann +3
A wide variety of battery models are available, and it is not always obvious which model `best' describes a dataset. This paper presents a Bayesian model selection approach using B…
physics.data-an2022★ 18 cited
Bayesian Parameterization of Continuum Battery Models from Featurized Electrochemical Measurements Considering Noise
Yannick Kuhn, Hannes Wolf, Arnulf Latz +1
Physico-chemical continuum battery models are typically parameterized by manual fits, relying on the individual expertise of researchers. In this article, we introduce a computer a…