Sensitivity analysis via Karhunen-Loève expansion of a random field model: Estimation of Sobol' indices and experimental design.
Luc PronzatoPublished in: Reliab. Eng. Syst. Saf. (2019)
Keyphrases
- sensitivity analysis
- experimental design
- random field model
- managerial insights
- multiscale
- influence diagrams
- experimental designs
- active learning
- random fields
- empirical studies
- sample size
- learning objects
- parameter estimation
- metadata
- learning systems
- data sets
- model selection
- online learning
- least squares
- game play
- training data
- closed form solutions
- image processing
- feature selection