Litcius/Paper detail

Enhancing thermal energy storage efficiency with nano-integrated phase change materials: Machine learning-driven optimization via computational fluid dynamics

Shamila Khalid, Mohib Hussain, Hassan Waqas, Dong Liu

2025International Communications in Heat and Mass Transfer20 citationsDOI

Topics & Concepts

Materials sciencePhase changeComputational fluid dynamicsNano-Thermal energy storageThermalEfficient energy usePhase-change materialPhase (matter)Dynamics (music)Energy storageComputer scienceMechanicsThermodynamicsComposite materialPhysicsPower (physics)Electrical engineeringQuantum mechanicsAcousticsEngineeringPhase Change Materials ResearchSolar Thermal and Photovoltaic SystemsBuilding Energy and Comfort Optimization