Learning new physical descriptors from reduced-order analysis of bubble dynamics in boiling heat transfer

Physics & Astronomy

• learning 100%
• boiling 91%
• heat transfer 71%
• bubbles 70%
• principal components analysis 23%
• coalescing 17%
• heat flux 16%
• nucleation 13%
• heaters 9%
• marking 9%
• education 9%
• interference 6%
• estimates 5%
• predictions 4%
• temperature 2%

Engineering & Materials Science

• Boiling liquids 93%
• Heat transfer 61%
• Long short-term memory 30%
• Coalescence 30%
• Nucleation 27%
• Principal component analysis 24%
• Heat flux 23%
• Time series 22%
• Unsupervised learning 14%
• Dimensionality reduction 14%
• Labeling 12%
• Deep learning 11%
• Learning algorithms 10%
• Neural networks 7%
• Temperature 5%

Chemical Compounds

• Heat Transfer 99%
• Boiling 90%
• Bubble 69%
• Heat 19%
• Coalescence 14%
• Dimension 9%
• Pressure 7%
• Reduction 5%
• Surface 4%