PINNs for the Solution of the Hyperbolic Buckley-Leverett Problem with a Non-convex Flux Function

Waleed Diab, Mohammed Al Kobaisi

The displacement of two immiscible fluids is a common problem in fluid flow in porous media. Such a problem can be posed as a partial differential equation (PDE) in what is commonl…