Joule · 2021 · 379 citations · 120 references
EngineeringComputer ScienceElectrical EngineeringForecastingMachine LearningPredictive AnalyticsBattery MaterialsBattery SystemsBattery TechnologyBattery TestingEnergy StorageState Of Charge EstimationBattery Degradation ModelingBattery ModelingBattery PrognosticsField Data CollectionLifetime Prediction
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Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text
Data-driven prediction of battery cycle life before capacity degradation
Kristen Severson, Peter M. Attia, Norman Jin et al. · Nature Energy · 2019 · 2.9K citations · Full text