A physics-informed operator regression framework for extracting data-driven continuum models.
Ravi G. PatelNathaniel A. TraskMitchell A. WoodEric C. CyrPublished in: CoRR (2020)
Keyphrases
- data driven
- probabilistic model
- modeling framework
- model driven
- bayesian framework
- main contribution
- theoretical framework
- model selection
- generic model
- statistical models
- linear models
- computational models
- partial least squares
- mathematical framework
- physical models
- gradient boosting
- directed graphical models
- regression analysis
- gaussian processes
- linear regression
- data mining
- statistical model
- computational model
- generative model
- graphical models
- prior knowledge