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researcher

I. Mezić

20 papers hereh-index 5319.6k citations342 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author1
  • middle author3
  • last author13

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • math.DS5
  • physics.flu-dyn4
  • cs.LG2
  • eess.SY2
  • math.OC2
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20032022
most citedApplications of Koopman Mode Analysis to Neural Networks

10 citations · 18 across the 5 of their papers we have counts for

collaborators
Showing physics.flu-dynShow all

4 papers · 1 filter

physics.flu-dyn2019

Spectral analysis of mixing in 2D high-Reynolds flows

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. A significant property of such a rotational…

physics.flu-dyn2018

Prandtl-Batchelor theorem for flows with quasi-periodic time dependence

Hassan Arbabi, Igor Mezić

The classical Prandtl-Batchelor theorem (Prandtl 1904; Batchelor 1956) states that in the regions of steady 2D flow where viscous forces are small and streamlines are closed, the v…

physics.flu-dyn2018

A data-driven Koopman model predictive control framework for nonlinear flows

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.…

physics.flu-dyn2016★ 4 cited

Finite-time Partitions for Lagrangian Structure Identification in Gulf Stream Eddy Transport

Alexandre Fabregat, Igor Mezic, Andrew C. Poje

We develop a methodology to identify finite-time Lagrangian structures from data and models using an extension of the Koopman operator-theoretic methods developed for velocity fiel…

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