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A physics-informed convolutional neural network for the simulation and prediction of two-phase Darcy flows in heterogeneous porous media.
Zhao Zhang
Xia Yan
Piyang Liu
Kai Zhang
Renmin Han
Sheng Wang
Published in:
J. Comput. Phys. (2023)
Keyphrases
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convolutional neural network
porous media
prediction accuracy
fluid flow
computer science
face detection
artificial intelligence
database systems
simulation model
prediction model
prediction error
machine learning
image sequences
finite element
finite element method
physical models
three dimensional
computer vision