I have considerable interest in the application of machine learning techniques to (computational) fluid dynamics. I’ll collect the related information and enhance the following links.
Karthik Duraisamy, A Framework for Turbulence Modeling using Big Data
Anand Pratap Singh et al., Machine Learning-augmented Predictive Modeling of Turbulent Separated Flows over Airfoils
Lubor Ladicky et al., Data-driven Fluid Simulations using Regression Forests
- Convolutional Network (ConvNet)
Jonathan Tompson et al., Accelerating Eulerian Fluid Simulation With Convolutional Networks