An efficient assisted history matching and uncertainty quantification workflow using Gaussian processes proxy models and variogram based sensitivity analysis: GP-VARS.
Sachin RanaTurgay ErtekinGregory R. KingPublished in: Comput. Geosci. (2018)
Keyphrases
- sensitivity analysis
- gaussian processes
- covariance function
- gaussian process regression
- gaussian process
- influence diagrams
- gaussian process models
- human pose estimation
- managerial insights
- preference learning
- genetic programming
- multi task learning
- denoising
- probabilistic model
- fitness function
- non stationary
- training set
- bayesian networks