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Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification.

Yiming FanMarta D'EliaYue YuHabib N. NajmStewart Silling
Published in: CoRR (2022)
Keyphrases
  • data sets
  • prior knowledge
  • training data
  • parameter estimation
  • bayesian framework
  • data points
  • model selection
  • training examples
  • active learning
  • domain knowledge
  • small number
  • background knowledge
  • machine translation