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Performance evaluation of various training functions using ANN to predict the thermal conductivity of EG/water-based GNP/CNC hybrid nanofluid for heat transfer application

Md. Munirul Hasan, M. M. Rahman, Suraya Abu Bakar, Muhammad Nomani Kabir, D. Ramasamy, A.H.M. Saifullah Sadi

2025Journal of Thermal Analysis and Calorimetry12 citationsDOI

Topics & Concepts

NanofluidThermal conductivityHeat transferMaterials scienceThermalThermodynamicsChemical engineeringComposite materialEngineeringPhysicsNanofluid Flow and Heat TransferHeat Transfer and OptimizationElectrohydrodynamics and Fluid Dynamics
Performance evaluation of various training functions using ANN to predict the thermal conductivity of EG/water-based GNP/CNC hybrid nanofluid for heat transfer application | Litcius