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wPINNs: Weak Physics Informed Neural Networks for Approximating Entropy Solutions of Hyperbolic Conservation Laws.
Tim De Ryck
Siddhartha Mishra
Roberto Molinaro
Published in:
SIAM J. Numer. Anal. (2024)
Keyphrases
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conservation laws
neural network
particle physics
stochastic systems
partial differential equations
pattern recognition
matrix decomposition
optimal solution
nearest neighbor
least squares
multiscale
image denoising
nonnegative matrix factorization
stochastic model
stochastic models