SimPEG: An open source framework for simulation and gradient based parameter estimation in geophysical applications.
Rowan CockettSeogi KangLindsey J. HeagyAdam PidliseckyDouglas W. OldenburgPublished in: Comput. Geosci. (2015)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- model selection
- markov random field
- statistical models
- em algorithm
- parameter estimation algorithm
- parameter values
- posterior distribution
- maximum likelihood estimation
- structure learning
- model fitting
- parameter estimates
- pairwise
- random fields
- approximate inference
- gibbs sampling
- parameters estimation