no code implementations • ICLR 2022 • William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
The discovery of sparse subnetworks that are able to perform as well as full models has found broad applied and theoretical interest.
2 code implementations • 24 Mar 2019 • Hassan Arbabi, Igor Mezic
We use spectral analysis of Eulerian and Lagrangian dynamics to study the advective mixing in an incompressible 2D bounded cavity flow.
Fluid Dynamics 76F25, 37A25
2 code implementations • 15 Apr 2018 • Hassan Arbabi, Milan Korda, Igor Mezic
The Koopman operator theory is an increasingly popular formalism of dynamical systems theory which enables analysis and prediction of the nonlinear dynamics from measurement data.
Fluid Dynamics 76B75, 35Q93, 76D55, 76N25
