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Efficient training of physics-informed neural networks via importance sampling.

Mohammad Amin NabianRini Jasmine GladstoneHadi Meidani
Published in: Comput. Aided Civ. Infrastructure Eng. (2021)
Keyphrases
  • importance sampling
  • neural network
  • monte carlo
  • markov chain
  • kalman filter
  • rare events
  • computer vision
  • image segmentation
  • three dimensional
  • training set
  • semi supervised
  • particle filter
  • markov chain monte carlo