Mesh-Clustered Gaussian Process Emulator for Partial Differential Equation Boundary Value Problems.
Chih-Li SungWenjia WangLiang DingXingjian WangPublished in: Technometrics (2024)
Keyphrases
- gaussian process
- boundary value problem
- partial differential equations
- numerical solution
- image denoising
- differential equations
- finite element method
- regression model
- level set
- image processing
- bayesian framework
- approximate inference
- image enhancement
- model selection
- numerical methods
- energy functional
- hyperparameters
- semi supervised
- multiscale
- boundary conditions
- curve evolution
- latent variables
- high order
- variational inequalities
- computer vision
- natural images
- finite element
- machine learning
- dynamical systems
- edge detection
- image analysis