A quantitative analysis method for model uncertainty based on Verification, Validation, and Uncertainty Quantification.
Hui TangLizhi WangLingfei YouMengfei YaoXiaohong WangPublished in: DSA (2023)
Keyphrases
- quantitative analysis
- qualitative and quantitative analysis
- statistical model
- qualitative evaluation
- fuzzy linear programming
- mathematical model
- probabilistic model
- evaluation method
- sensitivity analysis
- optimization method
- modeling method
- test data
- theoretical analysis
- energy function
- objective function
- classification method
- prior knowledge
- verification method
- similarity measure
- input data
- detection method
- parameter estimation
- em algorithm
- bayesian networks
- cost function
- bp neural network
- tree structure
- bayesian framework
- prior information
- support vector machine
- decision theory
- clustering method
- high order
- robust optimization
- qualitative analysis
- parameter space
- reconstruction method
- evaluation model
- quantitative evaluation
- probability distribution
- gaussian distribution
- recognition algorithm
- prediction model