Deep importance sampling based on regression for model inversion and emulation.
Fernando LlorenteLuca MartinoDavid Delgado-GómezGustavo Camps-VallsPublished in: Digit. Signal Process. (2021)
Keyphrases
- computational model
- cost function
- probabilistic model
- probability distribution
- statistical model
- high level
- multiscale
- objective function
- regression analysis
- experimental data
- regression method
- decision trees
- formal model
- linear regression
- conceptual model
- monte carlo
- parameter estimation
- management system
- prior knowledge
- evolutionary algorithm