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Physics-informed machine learning for battery degradation diagnostics: A comparison of state-of-the-art methods

Sina Navidi, Adam Thelen, Tingkai Li, Chao Hu

2024Energy storage materials74 citationsDOIOpen Access PDF

Topics & Concepts

Battery (electricity)Scope (computer science)Lithium (medication)Degradation (telecommunications)State of healthMachine learningComputer scienceReliability engineeringTerm (time)Artificial intelligencePhysics of failureEngineeringReliability (semiconductor)PhysicsPower (physics)Quantum mechanicsProgramming languageTelecommunicationsEndocrinologyMedicineAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFuel Cells and Related Materials
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