The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks.
Andrea BonfantiGiuseppe BrunoCristina CiprianiPublished in: CoRR (2024)
Keyphrases
- neural network
- computer science
- lessons learned
- key issues
- pattern recognition
- nonlinear dynamic systems
- auto associative
- open issues
- multi layer
- recurrent neural networks
- back propagation
- cellular neural networks
- artificial neural networks
- feed forward
- nonlinear functions
- data sets
- fuzzy systems
- technical challenges
- neural model
- global exponential stability
- highly nonlinear
- machine learning
- nonlinear equations
- adaptive neural
- weight update