Bayesian Frequency-Dependent AVO Inversion Using an Improved Markov Chain Monte Carlo Method for Quantitative Gas Saturation Prediction in a Thin Layer.
Yan-Xiao HeGang HeSanyi YuanJianguo ZhaoShangxu WangPublished in: IEEE Geosci. Remote. Sens. Lett. (2022)
Keyphrases
- monte carlo method
- markov chain
- posterior distribution
- bayesian learning
- genetic algorithm
- monte carlo
- prediction accuracy
- markov chain monte carlo
- transition probabilities
- state space
- finite state
- probability distribution
- model selection
- bayesian networks
- posterior probability
- maximum likelihood
- hyperparameters
- maximum likelihood estimation
- bayesian framework
- maximum a posteriori
- image reconstruction
- prior distribution
- bayesian inference
- latent variables
- particle filter