Data Driven Governing Equations Approximation Using Deep Neural Networks.
Tong QinKailiang WuDongbin XiuPublished in: CoRR (2018)
Keyphrases
- data driven
- neural network
- approximation error
- pattern recognition
- differential equations
- approximation methods
- artificial neural networks
- neural nets
- numerical integration
- numerical solution
- learning rules
- back propagation
- fuzzy logic
- closed form
- closed form solutions
- genetic algorithm
- approximation algorithms
- feed forward
- fuzzy systems
- mathematical model
- difference equations
- recurrent neural networks
- training algorithm
- relative error
- optimal solution
- approximation schemes
- error tolerance