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Nanoparticle aggregation impact on nanofluid flow in a rotating horizontal annulus: application of particle swarm optimization and artificial neural network

Moh Yaseen, Nisha Joshi Bhadhani, Sawan Kumar Rawat, Sumit Pant, Manish Pant

2025Journal of the Korean Physical Society9 citationsDOIOpen Access PDF

Topics & Concepts

NanofluidEckert numberNusselt numberMaterials scienceMechanicsHeat transferNanoparticleReynolds numberVolume fractionThermodynamicsParticle (ecology)Brinkman numberParticle swarm optimizationFlow (mathematics)Volume (thermodynamics)ViscosityThermal radiationComposite materialHartmann numberDimensionless quantityArtificial neural networkHeat transfer enhancementParticle aggregationDarcy numberNanofluid Flow and Heat TransferHeat Transfer MechanismsFluid Dynamics and Thin Films
Nanoparticle aggregation impact on nanofluid flow in a rotating horizontal annulus: application of particle swarm optimization and artificial neural network | Litcius