L. A. Aguirre

• Discrete reconstruction of the double scroll attractor
• Identification of models for chaotic systems from noisy data
• Improved structure selection for nonlinear models based on term clustering
• Nonlinear chaotic systems
• Retrieving dynamical invariants from chaotic data using NARMAX models
• Smoothing data with local instabilities for the identification of chaotic systems
• Validating identified nonlinear models with chaotic dynamics