Multifidelity Methods for Uncertainty Quantification of a Nonlocal Model for Phase Changes in Materials.
Parisa KhodabakhshiOlena BurkovskaKaren WillcoxMax D. GunzburgerPublished in: CoRR (2023)
Keyphrases
- monte carlo simulation
- linear regression
- statistical models
- neural network
- predictive model
- preprocessing
- significant improvement
- computational cost
- qualitative and quantitative
- statistical model
- robust optimization
- linear models
- statistical methods
- closed form
- experimental data
- computational model
- least squares
- probability distribution
- objective function
- high level
- machine learning