Flow in a Porous Media - Traditional solvers introduce diffusion due to mesh discretization converting a hyperbolic problem to a parabolic one. Kudos to Cedric Fraces who solved the hyperbolic problem with SimNet. Read our blog here : Using Physics-Informed Deep Learning for Transport in Porous Media | NVIDIA Technical Blog
To view this GTC’21 session, see : Physics-Informed Neural Network for Flow and Transport in Porous Media | NVIDIA On-Demand