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Optimization of convective heat transfer and thermal storage in ternary hybrid nanomaterials using machine learning-driven exogenous neural networks with radiation effects

Li Yongxin, Muhammad Habib Ullah Khan, Waqar Azeem Khan, Taseer Muhammad, Mehboob Ali, Syed Zaheer Abbas

2025Journal of Energy Storage10 citationsDOI

Topics & Concepts

Ternary operationNanomaterialsHeat transferArtificial neural networkThermalThermal radiationConvectionMaterials scienceComputer scienceEnvironmental scienceMachine learningThermodynamicsNanotechnologyPhysicsProgramming languageNanofluid Flow and Heat TransferRadiative Heat Transfer StudiesPhase Change Materials Research
Optimization of convective heat transfer and thermal storage in ternary hybrid nanomaterials using machine learning-driven exogenous neural networks with radiation effects | Litcius