Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks.
Hector Vargas AlvarezGianluca FabianiIoannis G. KevrekidisNikolaos KazantzisConstantinos I. SiettosPublished in: CoRR (2024)
Keyphrases
- neural network
- pattern recognition
- nonlinear dynamic systems
- markov chain
- auto associative
- computer science
- nonlinear dynamics
- nonlinear functions
- adaptive neural
- back propagation
- artificial intelligence
- artificial neural networks
- linear quadratic
- complementarity problems
- neural network model
- recurrent neural networks
- neural model
- fuzzy logic
- self organizing maps
- cellular neural networks
- multilayer perceptron
- neural nets
- associative memory
- nonlinear systems
- activation function
- markov processes
- finite state
- rbf network
- training process
- optimal control
- weight update