Embedding Hard Physical Constraints in Neural Network Coarse-Graining of 3D Turbulence

Arvind T. Mohan, Nicholas Lubbers, Daniel Livescu +1

In the recent years, deep learning approaches have shown much promise in modeling complex systems in the physical sciences. A major challenge in deep learning of PDEs is enforcing…