An ensemble Kalman filter for statistical estimation of physics constrained nonlinear regression models.
John HarlimAdam MahdiAndrew J. MajdaPublished in: J. Comput. Phys. (2014)
Keyphrases
- kalman filter
- regression model
- statistical estimation
- generalized linear
- kalman filtering
- regression methods
- linear model
- object tracking
- extended kalman filter
- regression analysis
- particle filter
- model selection
- explanatory variables
- image segmentation
- state estimation
- gaussian process
- multivariate regression
- ensemble methods
- target variable
- particle filtering
- neural network
- mean shift
- three dimensional
- feature selection
- regression method
- random forests
- least squares
- support vector
- video sequences
- reinforcement learning
- decision trees
- image processing