18 citations · 25 across the 6 of their papers we have counts for
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stat.ME2025
A Primer on Bayesian Parameter Estimation and Model Selection for Battery Simulators
Yannick Kuhn, Masaki Adachi, Micha Philipp +2
Physics-based battery modelling has emerged to accelerate battery materials discovery and performance assessment. Its success, however, is still hindered by difficulties in alignin…
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…