Capabilities and Limitations of Time-lagged Autoencoders for Slow Mode Discovery in Dynamical Systems.
Wei ChenHythem SidkyAndrew L. FergusonPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- differential equations
- dynamic systems
- control theory
- denoising
- qualitative simulation
- linear systems
- phase space
- state space
- nonlinear dynamical systems
- partially observable
- dynamical models
- data mining
- dynamical behavior
- nonlinear dynamics
- discrete dynamical systems
- agent environment
- ordinary differential equations
- probabilistic model
- control system