Physics-informed neural networks for electrode-level state estimation in lithium-ion batteries
Weihan Li, Jiawei Zhang, Florian Ringbeck, Dominik Jöst, Lei Zhang, Zhongbao Wei, Dirk Uwe Sauer
Topics & Concepts
Artificial neural networkElectrolyteLeverage (statistics)Lithium-ion batteryComputer scienceRobustness (evolution)ElectrodeBattery (electricity)Materials scienceSimulationArtificial intelligenceChemistryPower (physics)PhysicsPhysical chemistryQuantum mechanicsGeneBiochemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies