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

Author:

Adachi Masaki,Kuhn Yannick,Horstmann Birger,Latz Arnulf,Osborne Michael A.,Howey David A.

Publisher

Elsevier BV

Subject

General Medicine

Reference25 articles.

1. Adachi, M. et al. (2022a). Bayesian model selection of lithium-ion battery models via Bayesian quadrature. URL https://arxiv.org/abs/2210.17299.

2. Fast Bayesian inference with batch Bayesian quadrature via kernel recombination;Adachi;NeurIPS,2022

3. SOBER: Scalable batch Bayesian optimization and quadrature using recombination constraints;Adachi;arXiv preprint,2023

4. Bayesian parameter estimation applied to the Li-ion battery single particle model with electrolyte dynamics;Aitio;IFAC,2020

5. Identifiability and parameter estimation of the single particle lithium-ion battery model;Bizeray;IEEE Trans. Control. Syst. Technol.,2018

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