Machine learning regression-CFD models for the nanofluid heat transfer of a microchannel heat sink with double synthetic jets

Engineering

• Computational Fluid Dynamics 100%
• Dynamic Models 100%
• Microchannel 100%
• Learning System 100%
• Nanofluid 100%
• Jet 100%
• Actuation 80%
• Heat Transfer Rate 40%
• Machine Learning Algorithm 40%
• Gaussians 20%
• Geometrical Parameter 20%
• Computational Cost 20%
• Nanoparticle 20%
• Accurate Prediction 20%
• Conductive 20%
• Heat Transfer Coefficient 20%
• Random Forest 20%
• Pressure Drop 20%
• Maximum Temperature 20%
• Staggered Arrangement 20%
• Nearest Neighbor 20%
• Perceptron 20%
• Alumina Particle 20%

Chemical Engineering

• Learning System 100%
• Machine Learning Algorithm 100%
• Nanoparticle 50%
• Heat Transfer Coefficient 50%
• Multilayer Neural Networks 50%