Physics-encoded deep learning in identifying battery parameters without direct knowledge of ground truth
Bin Wu, Buyi Zhang, Changyu Deng, Wei Lu
Topics & Concepts
Thermal diffusivityBattery (electricity)Ground truthFunction (biology)VoltageMeasure (data warehouse)Noise (video)Computer scienceMonotonic functionExperimental dataArtificial intelligenceAlgorithmStatistical physicsPhysicsMachine learningData miningMathematicsStatisticsThermodynamicsMathematical analysisPower (physics)BiologyQuantum mechanicsImage (mathematics)Evolutionary biologyAdvanced Battery Technologies ResearchFuel Cells and Related MaterialsMachine Learning in Materials Science