Machine learning for heat transfer correlations

Physics & Astronomy

• machine learning 100%
• heat transfer 61%
• convection 45%
• data simulation 29%
• heat transfer coefficients 28%
• roughness 21%
• cooling 17%
• geometry 14%
• coefficients 14%
• simulation 10%

Engineering & Materials Science

• Machine learning 57%
• Random forests 55%
• Heat transfer 52%
• Convection 51%
• Computer simulation 28%
• Heat transfer coefficients 24%
• Surface roughness 21%
• Cooling 18%
• Geometry 15%
• Testing 13%

Chemical Compounds

• Heat Transfer 84%
• Convective Heat Transfer 43%
• Simulation 33%
• Transfer Coefficient 31%
• Cooling 23%