Jamie M. Foster

Surrogate-accelerated parameterisation of physics-based Li-ion battery models

Physics-based lithium-ion battery models provide access to physically meaningful internal electrochemical states and processes, but cell-specific parameter inference from terminal current-voltage data is computationally expensive and limited by identifiability. We present a surrogate-accelerated inverse framework based...