Joint deep reversible regression model and physics-informed unsupervised learning for temperature field reconstruction.
Zhiqiang GongWeien ZhouJun ZhangWei PengWen YaoPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- regression model
- unsupervised learning
- temperature field
- deep architectures
- numerical simulations
- model selection
- computational fluid dynamics
- supervised learning
- finite element analysis
- finite element method
- regression analysis
- linear regression model
- prediction model
- semi supervised
- generalized linear models
- feature selection
- explanatory variables
- three dimensional
- regression methods
- dimensionality reduction
- finite element
- heat transfer
- multivariate regression
- simulation model
- machine learning
- expectation maximization
- high dimensional
- training data
- computer vision