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Physics-informed mamba neural network with potential knowledge for state-of-charge estimation of lithium-ion batteries

Penghua Li, Zhenyu Ao, Jie Hou, Sheng Xiang, Zhaoqiang Wang

2025Journal of Energy Storage28 citationsDOI

Topics & Concepts

Lithium (medication)Artificial neural networkCharge (physics)IonState (computer science)EstimationState of chargeComputer sciencePhysicsArtificial intelligenceEngineeringPsychologyAlgorithmQuantum mechanicsSystems engineeringBattery (electricity)PsychiatryPower (physics)Advanced Battery Technologies ResearchAnalog and Mixed-Signal Circuit DesignControl Systems and Identification
Physics-informed mamba neural network with potential knowledge for state-of-charge estimation of lithium-ion batteries | Litcius