Hyperbolic Machine Learning Moment Closures for the BGK Equations

Andrew J. Christlieb, Mingchang Ding, Juntao Huang +1

We introduce a hyperbolic closure for the Grad moment expansion of the Bhatnagar-Gross-Krook's (BGK) kinetic model using a neural network (NN) trained on BGK's moment data. This cl…