Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis.
Kim Jie KohFehmi CirakPublished in: CoRR (2023)
Keyphrases
- random fields
- gaussian process regression
- finite element analysis
- markov random field
- finite element
- non stationary
- gaussian process
- finite element model
- maximum entropy
- computer aided design
- conditional random fields
- gaussian processes
- using artificial neural networks
- probabilistic model
- numerical simulations
- natural language
- feature selection
- stress distribution
- parameter estimation
- level set
- similarity measure