Deep-learning of Parametric Partial Differential Equations from Sparse and Noisy Data.
Hao XuDongxiao ZhangJunsheng ZengPublished in: CoRR (2020)
Keyphrases
- noisy data
- partial differential equations
- deep learning
- high dimensional
- level set
- anisotropic diffusion
- numerical solution
- image denoising
- unsupervised learning
- image processing
- multiscale
- machine learning
- image enhancement
- missing data
- mental models
- weakly supervised
- numerical algorithms
- high order
- input data
- missing values
- sparse representation
- active learning
- training data
- data sets
- graph cuts
- low dimensional
- denoising