Modeling Physically-Consistent, Chaotic Spatiotemporal Dynamics with Echo State Networks.
Alisha SharmaKaiyan ShiYiling QiaoMatthew ZiemannPublished in: AAAI Spring Symposium: MLPS (2021)
Keyphrases
- echo state networks
- recurrent neural networks
- chaotic dynamics
- nonlinear dynamics
- modeling method
- three dimensional
- dynamic model
- spatial and temporal
- dynamical systems
- spatiotemporal patterns
- nonlinear dynamical systems
- chaotic map
- database
- cellular automata
- space time
- multi agent
- case study
- decision making
- information systems
- databases
- real time