Application of machine learning in heat transfer from correlations to design

Engineering & Materials Science

• Machine learning 57%
• Heat transfer 52%
• Heat convection 16%
• Neural networks 15%
• Heat sinks 14%
• Decision trees 12%
• Convolutional neural networks 11%
• Physics 11%
• Learning algorithms 10%
• Composite materials 7%
• Computer simulation 7%
• Hot Temperature 6%

Physics & Astronomy

• machine learning 100%
• heat transfer 61%
• heat sinks 15%
• convection 11%
• physics 8%
• composite materials 8%
• simulation 5%

Chemical Compounds

• Heat Transfer 84%
• Convective Heat Transfer 25%
• Application 24%
• Simulation 9%
• Composite Material 7%