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Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression.

Ludovica CicciStefania FrescaMengwu GuoAndrea ManzoniPaolo Zunino
Published in: CoRR (2023)
Keyphrases
  • gaussian process regression
  • reduced order
  • covariance function
  • probabilistic model
  • gaussian process
  • gaussian processes
  • kalman filtering
  • learning algorithm
  • feature extraction