Improving filtering and prediction of spatially extended turbulent systems with model errors through stochastic parameter estimation.
Boris GershgorinJohn HarlimAndrew J. MajdaPublished in: J. Comput. Phys. (2010)
Keyphrases
- parameter estimation
- em algorithm
- maximum likelihood
- model fitting
- parameter values
- markov random field
- random fields
- least squares
- model selection
- statistical model
- parameter estimation algorithm
- statistical models
- posterior distribution
- experimental data
- parameters estimation
- maximum likelihood estimation
- prediction model
- probabilistic model
- kalman filter
- expectation maximization
- probability distribution