tcoonsUM / SPMe_OED

Bayesian Optimal Experimental Design (OED) implementation for the Single-Particle Model with electrolyte (SPMe) Li-ion battery parameter inference problem.

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SPMe_OED

Bayesian Optimal Experimental Design (OED) implementation for the Single-Particle Model with electrolyte (SPMe) Li-ion battery parameter inference problem.

Authors

Thomas E. Coons, Siddhant Singh University of Michigan

Methods

Model: SPMe description

Bayesian OED w reuse: link to X. Huan paper

Parameters: Description of \thetas

Experimental Design Parameterization: Fourier Series description

About

Bayesian Optimal Experimental Design (OED) implementation for the Single-Particle Model with electrolyte (SPMe) Li-ion battery parameter inference problem.


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Language:Python 100.0%