Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems.
Alberto Costa Nogueira Jr.Felipe C. T. CarvalhoJoão Lucas de Sousa AlmeidaAndrés CodasEloisa BentivegnaCampbell D. WatsonPublished in: ISC Workshops (2021)
Keyphrases
- dynamical systems
- nonlinear dynamical systems
- reduced order
- phase space
- dynamical behavior
- discrete dynamical systems
- nonlinear dynamics
- reservoir computing
- state space
- predictive state representations
- recurrent neural networks
- kalman filtering
- linear dynamical systems
- particle filter
- cellular automata
- control law