An adaptive Kriging surrogate method for efficient uncertainty quantification with an application to geological carbon sequestration modeling.
Shaoxing MoXiaoqing ShiDan LuMing YeJichun WuPublished in: Comput. Geosci. (2019)
Keyphrases
- synthetic data
- fully automatic
- experimental evaluation
- significant improvement
- high accuracy
- highly efficient
- theoretical analysis
- computationally efficient
- cost function
- decision trees
- modeling method
- quantitative evaluation
- preprocessing
- computational complexity
- objective function
- probabilistic model
- support vector machine
- computational cost
- prior knowledge
- pairwise
- detection method
- evaluation method
- high efficiency
- similarity measure
- data sets