Kavli Affiliate: Lile Wang | First 5 Authors: , , , , | Summary: In astrophysical simulations, nuclear reacting flows pose computational challenges due to the stiffness of reaction networks. We introduce neural network-based surrogate models using the DeePODE framework to enhance simulation efficiency while maintaining accuracy and robustness. Our method replaces conventional stiff ODE […]
Continue.. Deep Neural Networks for Modeling Astrophysical Nuclear Reacting Flows