PINN surrogate of Li-ion battery models for parameter inference, Part I: Implementation and multi-fidelity hierarchies for the single-particle 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
InferenceBattery (electricity)Particle (ecology)FidelityIonComputer scienceSurrogate modelStatistical physicsPhysicsPower (physics)Machine learningArtificial intelligenceThermodynamicsQuantum mechanicsTelecommunicationsBiologyEcologyAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFuel Cells and Related Materials