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Surrogate and inverse modeling for two-phase flow in porous media via theory-guided convolutional neural network.

Nanzhe WangHaibin ChangDongxiao Zhang
Published in: J. Comput. Phys. (2022)
Keyphrases
  • convolutional neural network
  • porous media
  • theoretical framework
  • face detection
  • higher order
  • computational fluid dynamics
  • fluid flow
  • neural network
  • motion estimation
  • multi class
  • mathematical model