Machine learning assisted multiscale modeling of composite phase change materials for Li-ion batteries’ thermal management
Felix Kolodziejczyk, Bohayra Mortazavi, Timon Rabczuk, Xiaoying Zhuang
Topics & Concepts
Finite element methodBattery packMaterials sciencePhase-change materialBattery (electricity)Thermal conductivityConvolutional neural networkThermalComposite numberComputer scienceLatent heatMechanical engineeringComposite materialArtificial intelligenceStructural engineeringEngineeringThermodynamicsPhysicsPower (physics)Advanced Battery Technologies ResearchAdvanced Battery Materials and TechnologiesAdvancements in Battery Materials