Quasi-Monte Carlo sampling for machine-learning partial differential equations.
Jingrun ChenRui DuPanchi LiLiyao LyuPublished in: CoRR (2019)
Keyphrases
- partial differential equations
- monte carlo sampling
- machine learning
- ambrosio tortorelli
- anisotropic diffusion
- level set
- numerical solution
- image denoising
- image processing
- image enhancement
- energy functional
- numerical algorithms
- multiscale
- differential equations
- pattern recognition
- high order
- learning algorithm
- reinforcement learning
- curve evolution
- feature selection
- diffusion equation
- mumford shah functional
- computer vision
- competitive ratio