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wPINNs: Weak Physics informed neural networks for approximating entropy solutions of hyperbolic conservation laws.

Tim De RyckSiddhartha MishraRoberto Molinaro
Published in: CoRR (2022)
Keyphrases
  • conservation laws
  • neural network
  • particle physics
  • stochastic systems
  • partial differential equations
  • pattern recognition
  • optimal solution
  • pairwise
  • high dimensional
  • image enhancement
  • stochastic models