PINNs for the Solution of the Hyperbolic Buckley-Leverett Problem with a Non-convex Flux Function. - Waleed Diab; Mohammed Al Kobaisi (CoRR, 2021)

Learning Generic Solutions for Multiphase Transport in Porous Media via the Flux Functions Operator. - Waleed Diab; Omar Chaabi; Shayma Alkobaisi; Abeeb A. Awotunde; Mohammed Al Kobaisi (CoRR, 2023)

Learning multi-phase flow and transport in fractured porous media with auto-regressive and recurrent graph neural networks. - Mohammed Al Kobaisi; Wenjuan Zhang; Waleed Diab; Hadi Hajibeygi (CoRR, 2025)

Temporal Neural Operator for Modeling Time-Dependent Physical Phenomena. - Waleed Diab; Mohammed Al Kobaisi (CoRR, 2025)