Nathalie Carvalho Pinheiro

New grid-size-invariant neural networks offer faster rock-fluid interaction modeling

Researchers have developed eight new surrogate models to predict fluid flow in porous media, aiming to reduce the computational expense of traditional high-fidelity numerical models. Four of these are reduced-order mode…