Speaker
Mr
Karachalios Dimitrios
(Max Planck Institute, DRI group)
Description
The main contribution of this work is to provide new insights for capturing the behavior of hard nonlinearities beyond the classical weakly nonlinear Volterra input-output map (VIOMAP). The VIOMAP approach is a special polynomial map unable to capture hard non-linearities due to the ill-conditioned high polynomial terms. On the other hand, the describing functions (DF) framework allows more general map constructions such as rational, which makes the hard non-linear behavior more stable for approximation. Data-driven methods as the Loewner framework (LF) can benefit from that concept.
Primary author
Mr
Karachalios Dimitrios
(Max Planck Institute, DRI group)
