Friedrichs Learning: Weak Solutions of Partial Differential Equations via Deep Learning.
Fan ChenJianguo HuangChunmei WangHaizhao YangPublished in: SIAM J. Sci. Comput. (2023)
Keyphrases
- deep learning
- partial differential equations
- unsupervised learning
- unsupervised feature learning
- learning process
- learning algorithm
- level set
- online learning
- deep architectures
- supervised learning
- training set
- anisotropic diffusion
- reinforcement learning
- active learning
- input image
- data mining
- image denoising
- numerical solution
- boundary value problem
- deep belief networks