Reduced models with nonlinear approximations of latent dynamics for model premixed flame problems.
Wayne Isaac Tan UyChristopher R. WentlandCheng HuangBenjamin PeherstorferPublished in: CoRR (2022)
Keyphrases
- statistical models
- probabilistic model
- classification models
- nonlinear models
- experimental data
- probability distribution
- computational model
- statistical model
- prior knowledge
- hybrid model
- modeling framework
- autoregressive
- mathematical model
- learning models
- linear models
- analytical model
- neural network
- prediction model
- computational models
- nonlinear regression
- process model
- parameter estimation
- highly nonlinear
- physical processes
- difference equations
- cellular automaton
- theoretical and empirical study
- accurate models
- approximation methods
- generic model
- neural model
- predictive model
- closed form
- expectation maximization
- objective function
- bayesian networks