On optimization strategies for parameter estimation in models governed by partial differential equations.
Esdras P. CarvalhoJulián MartínezJ. M. MartínezFeodor PisnitchenkoPublished in: Math. Comput. Simul. (2015)
Keyphrases
- parameter estimation
- partial differential equations
- statistical models
- model selection
- optimization strategies
- random fields
- least squares
- markov random field
- maximum likelihood
- numerical algorithms
- expectation maximization
- em algorithm
- parameter estimation algorithm
- approximate inference
- probabilistic model
- multiscale
- numerical methods
- parameter estimates
- level set
- database systems
- estimation problems
- experimental data
- data model
- image analysis
- image processing
- computer vision
- conservation laws
- database