In summary, this work introduces Porous-DeepONet, a deep learning framework designed to learn solution operators for parameterized PDEs in porous media, with a focus on reaction-transport equations.

For more than 250 years, mathematicians have been trying to “blow up” some of the most important equations in physics: those that describe how fluids flow. If they succeed, then they will have ...