Deep Neural Networks for Modeling Astrophysical Nuclear Reacting Flows

Xiaoyu Zhang, Yuxiao Yi, Lile Wang +3

In astrophysical simulations, nuclear reacting flows pose computational challenges due to the stiffness of reaction networks. We introduce neural network-based surrogate models usi…