Parameter estimation for models of chemical reaction networks from experimental data of reaction rates.
Manvel GasparyanArnout Van MessemShodhan RaoPublished in: Int. J. Control (2023)
Keyphrases
- experimental data
- parameter estimation
- chemical reaction
- parameter estimates
- statistical models
- model selection
- random fields
- dynamic model
- maximum likelihood
- markov random field
- least squares
- chemical reactions
- mathematical models
- parameter values
- posterior distribution
- model fitting
- em algorithm
- approximate inference
- complex systems
- expectation maximization
- structure learning
- image processing
- estimation problems
- physical models
- computer vision
- state space
- probabilistic model
- accurate models
- machine learning