2 citations · 3 across the 3 of their papers we have counts for
3 papers
Data-Driven Modeling for Transonic Aeroelastic Analysis
Nicola Fonzi, Steven L. Brunton, Urban Fasel
Aeroelasticity in the transonic regime is challenging because of the strongly nonlinear phenomena involved in the formation of shock waves and flow separation. In this work, we int…
Benchmarking sparse system identification with low-dimensional chaos
Alan A. Kaptanoglu, Lanyue Zhang, Zachary G. Nicolaou +2
Sparse system identification is the data-driven process of obtaining parsimonious differential equations that describe the evolution of a dynamical system, balancing model complexi…
SINDy with Control: A Tutorial
Urban Fasel, Eurika Kaiser, J. Nathan Kutz +2
Many dynamical systems of interest are nonlinear, with examples in turbulence, epidemiology, neuroscience, and finance, making them difficult to control using linear approaches. Mo…