most citedU-DeepONet: U-Net Enhanced Deep Operator Network for Geologic Carbon Sequestration

2 citations · 2 across the 3 of their papers we have counts for

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physics.comp-ph2023★ 2 cited

U-DeepONet: U-Net Enhanced Deep Operator Network for Geologic Carbon Sequestration

Waleed Diab, Mohammed Al-Kobaisi

FNO and DeepONet are by far the most popular neural operator learning algorithms. FNO seems to enjoy an edge in popularity due to its ease of use, especially with high dimensional…

physics.comp-ph2023

Learning Generic Solutions for Multiphase Transport in Porous Media via the Flux Functions Operator

Waleed Diab, Omar Chaabi, Shayma Alkobaisi +2

Traditional numerical schemes for simulating fluid flow and transport in porous media can be computationally expensive. Advances in machine learning for scientific computing have t…