PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network.
Zichao LongYiping LuBin DongPublished in: CoRR (2018)
Keyphrases
- data sets
- network structure
- learning algorithm
- data structure
- data analysis
- data collection
- data transfer
- hybrid learning
- training data
- prior knowledge
- partial differential equations
- learning process
- numeric data
- learning models
- knowledge discovery
- data points
- active learning
- background knowledge
- image processing
- anisotropic diffusion
- social networks
- data mining
- connectionist networks
- database