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Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders.

Kookjin LeeKevin T. Carlberg
Published in: J. Comput. Phys. (2020)
Keyphrases
  • dynamical systems
  • dynamical behavior
  • state space
  • machine learning
  • hidden markov models
  • monte carlo
  • stochastic model
  • inference process