Adjoint-method-based estimation of Manning roughness coefficient in an overland flow model.
Van Tri NguyenDidier GeorgesGildas BesançonPublished in: ACC (2015)
Keyphrases
- mathematical model
- parameter estimation
- cost function
- statistical model
- probabilistic model
- theoretical analysis
- test data
- objective function
- evaluation method
- modeling method
- similarity measure
- input data
- significant improvement
- classification method
- prediction model
- optimization method
- monte carlo simulation
- model fitting
- prior knowledge
- prior information
- linear model
- estimation process
- estimation accuracy
- closed form
- em algorithm
- statistical methods
- bayesian framework
- tree structure
- maximum likelihood estimation
- support vector machine
- estimation algorithm
- linear regression
- artificial neural networks
- probability distribution
- least squares
- sensitivity analysis
- kalman filter
- segmentation method
- image segmentation