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Effective Data Sampling Strategies and Boundary Condition Constraints of Physics-Informed Neural Networks for Identifying Material Properties in Solid Mechanics.

Wensi WuMitchell DanekerMatthew A. JolleyKevin T. TurnerLu Lu
Published in: CoRR (2022)
Keyphrases
  • neural network
  • boundary conditions
  • data sets
  • image data
  • high quality
  • training data
  • experimental data
  • sampling strategies
  • artificial neural networks
  • high dimensional data
  • eye tracking
  • material properties