Friedrichs Learning: Weak Solutions of Partial Differential Equations via Deep Learning.
Fan ChenJianguo HuangChunmei WangHaizhao YangPublished in: CoRR (2020)
Keyphrases
- deep learning
- partial differential equations
- online learning
- deep architectures
- weakly supervised
- reinforcement learning
- active learning
- unsupervised learning
- numerical solution
- image processing
- differential equations
- learning algorithm
- multiresolution
- supervised learning
- machine learning
- learning process
- boundary value problem