Machine learning aided computational fluid dynamics
Explore the application of machine learning techniques to optimize CFD and LBM calculations.
Gengchao Yang
Doctor of Geomechanics
My research interests cover all kinds of interesting phenomena related to granular materials, in particular the flow of soil particles and their mixture with fluids.
Publications
A neural network-based PDE solving algorithm with high precision
The consumption of solving large-scale linear equations is one of the most critical issues in numerical computation. An innovative …
A compressed lattice Boltzmann method based on ConvLSTM and ResNet
As a mesoscopic approach, the lattice Boltzmann method has achieved considerable success in simulating fluid flows and associated …
