Physics-incorporated convolutional recurrent neural networks for source identification and forecasting of dynamical systems.
Priyabrata SahaSaurabh DashSaibal MukhopadhyayPublished in: Neural Networks (2021)
Keyphrases
- dynamical systems
- recurrent neural networks
- chaotic time series
- neural network
- feed forward
- dynamic systems
- differential equations
- nonlinear dynamical systems
- state space
- qualitative simulation
- predictive state representations
- reservoir computing
- echo state networks
- short term
- neural model
- artificial neural networks
- phase space
- recurrent networks
- cascade correlation
- artificial intelligence
- linear systems
- partially observable markov decision processes
- dynamical behavior
- back propagation
- nonlinear dynamics
- latent variable models
- nonlinear dynamic systems
- semi supervised