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U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow

  • Published:2022-05 Issue: Volume:163 Page:104180
  • ISSN:0309-1708
  • Container-title:Advances in Water Resources
  • language:en
  • Short-container-title:Advances in Water Resources

Author:

Wen GegeORCID,Li Zongyi,Azizzadenesheli KamyarORCID,Anandkumar AnimaORCID,Benson Sally M.

Funder

ExxonMobil Research and Engineering Company

Publisher

Elsevier BV

Subject

Water Science and Technology

Reference43 articles.

1. Prediction of porous media fluid flow using physics informed neural networks;Almajid;J. Pet. Sci. Eng.,2021

2. Numerical simulation of gas migration through engineered and geological barriers for a deep repository for radioactive waste;Amaziane;Comput. Vis. Sci.,2012

3. Petroleum Reservoir Simulation, Vol. 476;Aziz,1979

4. Modeling Groundwater Flow and Contaminant Transport, Vol. 23;Bear,2010

5. Model reduction and neural networks for parametric PDEs;Bhattacharya,2020

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