Artificial neural network subgrid models of 2-D compressible magnetohydrodynamic turbulence

Shawn G. Rosofsky, E. A. Huerta

We explore the suitability of deep learning to capture the physics of subgrid-scale ideal magnetohydrodynamics turbulence of 2-D simulations of the magnetized Kelvin-Helmholtz inst…