Multi-Level CFD-Based Airfoil Shape Optimization With Automated Low-Fidelity Model Selection.
Slawomir KozielLeifur Þ. LeifssonPublished in: ICCS (2013)
Keyphrases
- model selection
- cross validation
- hyperparameters
- bayesian learning
- parameter estimation
- regression model
- sample size
- machine learning
- error estimation
- motion segmentation
- statistical learning
- mixture model
- selection criterion
- meta learning
- feature selection
- statistical inference
- gaussian process
- variable selection
- model selection criteria
- graphical models
- marginal likelihood
- grid search
- parameter determination
- automatic model selection
- bayesian methods
- training data
- information criterion