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Machine learning-based stochastic investigation of heat and momentum transfer in ternary-hybrid nanofluids with aggregation effects using artificial neural networks

Muhammad Zubair, Hamid Qureshi, Amer Hussain, Waqar Azeem Khan, Taseer Muhammad

2025Journal of Thermal Analysis and Calorimetry17 citationsDOI

Topics & Concepts

Ternary operationNanofluidArtificial neural networkHeat transferMaterials scienceThermodynamicsArtificial intelligenceNanoparticleNanotechnologyComputer sciencePhysicsProgramming languageNanofluid Flow and Heat TransferHeat Transfer and OptimizationHeat Transfer and Boiling Studies
Machine learning-based stochastic investigation of heat and momentum transfer in ternary-hybrid nanofluids with aggregation effects using artificial neural networks | Litcius