DOSnet as a non-black-box PDE solver: When deep learning meets operator splitting.
Yuan LanZhen LiJie SunYang XiangPublished in: J. Comput. Phys. (2023)
Keyphrases
- black box
- deep learning
- operator splitting
- partial differential equations
- convex optimization
- black boxes
- level set
- image denoising
- anisotropic diffusion
- unsupervised learning
- white box
- image processing
- machine learning
- total variation
- multiscale
- image enhancement
- mental models
- test cases
- energy functional
- weakly supervised
- finite difference
- curve evolution
- denoising
- computer vision
- reaction diffusion
- feature space