Deep learning model for rapid temperature map prediction in transient convection process using conditional generative adversarial networks

Engineering & Materials Science

• Convection 72%
• Deep learning 65%
• Mixed convection 45%
• Classifiers 38%
• Convolution 35%
• Temperature 29%
• Discriminators 22%
• Network architecture 17%
• Convolutional neural networks 16%
• Reynolds number 15%

Chemical Compounds

• Classifier 100%
• Rayleigh Number 44%
• Reynolds Number 33%
• Reaction Yield 9%
• Time 8%
• Surface 7%