Using Zigzag Persistent Homology to Detect Hopf Bifurcations in Dynamical Systems.
Sarah TymochkoElizabeth MunchFiras A. KhasawnehPublished in: CoRR (2020)
Keyphrases
- dynamical systems
- persistent homology
- differential equations
- nonlinear dynamical systems
- dynamic systems
- qualitative simulation
- state space
- phase space
- topological features
- agent environment
- predictive state representations
- morse theory
- machine learning
- dynamical behavior
- computational geometry
- virtual environment
- multiscale