Error Estimation for Physics-informed Neural Networks Approximating Semilinear Wave Equations.
Beatrice LorenzAras BachoGitta KutyniokPublished in: CoRR (2024)
Keyphrases
- error estimation
- neural network
- model selection
- wave equation
- error estimates
- computer science
- back propagation
- artificial neural networks
- mathematical model
- fuzzy logic
- physical models
- neural network model
- linear equations
- pattern recognition
- neural nets
- numerical solution
- generalization error
- multilayer perceptron
- feed forward
- network architecture
- activation function
- rule extraction
- self organizing maps
- nonlinear equations
- image processing
- qualitative physics
- multi layer
- differential equations
- finite difference
- wave propagation
- genetic algorithm