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Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction.
Filipe de Avila Belbute-Peres
Thomas D. Economon
J. Zico Kolter
Published in:
ICML (2020)
Keyphrases
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fluid flow
neural network
computational fluid dynamics
velocity field
partial differential equations
dynamical systems
artificial neural networks
level set
porous media
image denoising
anisotropic diffusion
computer vision
theoretical analysis
search space
video sequences
multiscale
water flow