Data-driven deep learning of partial differential equations in modal space.
Kailiang WuDongbin XiuPublished in: J. Comput. Phys. (2020)
Keyphrases
- partial differential equations
- deep learning
- data driven
- numerical solution
- anisotropic diffusion
- level set
- image denoising
- numerical methods
- image processing
- image enhancement
- unsupervised learning
- multiscale
- unsupervised feature learning
- conservation laws
- numerical algorithms
- pattern recognition
- weakly supervised
- machine learning
- mental models
- high order
- feature selection
- denoising
- object recognition
- data mining
- nonlinear partial differential equations