Non-intrusive estimation of model error and discrepancy in dynamics models.
Abhinav SubramanianSankaran MahadevanPublished in: J. Comput. Phys. (2022)
Keyphrases
- probabilistic model
- parameter estimation
- monte carlo simulation
- experimental data
- parametric models
- mathematical model
- classification models
- neural network model
- modeling framework
- statistical models
- statistical model
- analytical model
- hybrid model
- prior knowledge
- statistical methods
- stochastic model
- computational models
- metamodel
- computational model
- learned models
- model fitting
- probability distribution
- autoregressive
- semi parametric
- modeling method
- learning algorithm
- linear model
- mathematical models
- process model
- complex systems
- error rate
- similarity measure
- high level