RoeNets: Predicting Discontinuity of Hyperbolic Systems from Continuous Data

Understand

We introduce Roe Neural Networks (RoeNets) that can predict the discontinuity of the hyperbolic conservation laws (HCLs) based on short-term discontinuous and even continuous training data.

• Our methodology is inspired by Roe approximate Riemann solver (P.
• L.
• Roe, J.