Model selection focusing on longtime behavior of differential equations.
Cordula ReischHannah BurmesterPublished in: CoRR (2023)
Keyphrases
- model selection
- differential equations
- nonlinear differential equations
- cross validation
- dynamical systems
- parameter estimation
- bayesian learning
- regression model
- sample size
- hyperparameters
- variable selection
- error estimation
- numerical solution
- boundary value problem
- ordinary differential equations
- numerical methods
- model selection criteria
- machine learning
- information criterion
- marginal likelihood
- generalization error
- statistical inference
- mixture model
- gaussian process
- higher order
- feature selection
- bayesian methods
- multiresolution
- partial differential equations
- automatic model selection