A structure-preserving surrogate model for the closure of the moment system of the Boltzmann equation using convex deep neural networks

Steffen Schotthöfer, Tianbai Xiao, Martin Frank +1

Direct simulation of physical processes on a kinetic level is prohibitively expensive in aerospace applications due to the extremely high dimension of the solution spaces. In this…