Reduced-order model-based variational inference with normalizing flows for Bayesian elliptic inverse problems.
Zhizhang WuCheng ZhangZhiwen ZhangPublished in: J. Comput. Appl. Math. (2024)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- probabilistic model
- partial differential equations
- gaussian process
- mixture model
- closed form
- probability distribution
- bayesian framework
- parameter estimation
- image reconstruction
- high quality
- maximum a posteriori
- global optimization
- video sequences
- gaussian mixture model
- super resolution
- hyperparameters
- bayesian networks