PDE-Net 2.0: Learning PDEs from data with a numeric-symbolic hybrid deep network.
Zichao LongYiping LuBin DongPublished in: J. Comput. Phys. (2019)
Keyphrases
- data sets
- connectionist networks
- partial differential equations
- data collection
- learning algorithm
- reinforcement learning
- prior knowledge
- supervised learning
- learning models
- data sources
- multilayer neural network
- associative learning
- data transfer
- input data
- data analysis
- bayesian networks
- data points
- background knowledge
- network structure
- learning process
- hybrid learning
- data structure
- network resources
- data availability
- deep architectures
- image processing
- database