PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model
Malik Hassanaly, Peter J. Weddle, Ryan King, Subhayan De, Alireza Doostan, Corey R. Randall, Eric J. Dufek, Andrew M. Colclasure, Kandler Smith
Topics & Concepts
Regularization (linguistics)InferenceSurrogate modelComputer scienceAlgorithmMachine learningArtificial intelligenceAdvanced Battery Technologies ResearchFault Detection and Control SystemsAdvancements in Battery Materials