Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective.
Tanya MarwahZachary Chase LiptonJianfeng LuAndrej RisteskiPublished in: ICML (2023)
Keyphrases
- neural network
- partial differential equations
- artificial neural networks
- neural network is trained
- viewpoint
- neural network model
- back propagation
- neural nets
- closed form
- feed forward
- bp neural network
- recurrent neural networks
- numerical solution
- network architecture
- multi layer
- self organizing maps
- knn
- pattern recognition
- finite element
- level set
- network model
- fuzzy logic
- numerical methods
- efficient computation
- approximation methods
- auto associative
- backpropagation neural network