Porous-deeponet: A Deep Learning Framework For Efficiently Solving Reaction-transport Equations In Porous Media

Porous-DeepONet is a novel deep operator network that utilizes convolutional neural networks to efficiently solve parameterized PDEs in porous media. This framework provides a robust alternative for accurately describing transport and reaction processes in porous media, paving the way for exploring complex phenomena within them.