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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

2024Journal of Energy Storage25 citationsDOIOpen Access PDF

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
PINN surrogate of Li-ion battery models for parameter inference, Part I: Implementation and multi-fidelity hierarchies for the single-particle model | Litcius