Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer.
Matthias SchniewindAlexander StrohBradley P. LadewigPascal FriederichPublished in: CoRR (2021)
Keyphrases
- heat transfer
- machine learning
- fluid flow
- computational fluid dynamics
- flow rate
- shear stress
- numerical simulations
- water flow
- data mining
- knowledge discovery
- temperature field
- finite element method
- heat exchanger
- machine learning methods
- artificial intelligence
- natural gas
- mathematical models
- natural images
- computer vision
- thermal conductivity
- blood flow
- vector field
- theoretical analysis
- image analysis