Concepedia
Statistics
Publications
268
Citations
16.6K
H-Index
66
Active since
1988
Affiliations
Princeton University(Current)
Johns Hopkins University
Fritz Haber Institute of the Max Planck Society
Technical University of Munich
University of Massachusetts Amherst
Ioannis G. Kevrekidis is an author at Princeton University specializing in engineering, physics, and numerical simulation.
Top concepts
EngineeringPhysicsMultiscale ModelingNumerical AnalysisNumerical SimulationNatural SciencesBiophysicsComputational MechanicsSystems EngineeringFluid Dynamics
Publications per year
1988–2024
Diffusion maps, spectral clustering and reaction coordinates of dynamical systems
Boaz Nadler, Stéphane Lafon, Ronald R. Coifman et al. · Applied and Computational Harmonic Analysis · 2006 · 1K citations
Spectral Theory, Discrete Dynamical System, Diffusion Process +4
Equation-Free, Coarse-Grained Multiscale Computation: Enabling Mocroscopic Simulators to Perform System-Level Analysis
C. W. Gear, James M. Hyman, Panagiotis G Kevrekidid et al. · Communications in Mathematical Sciences · 2003 · 783 citations · Full text
Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator
Qianxiao Li, Felix Dietrich, Erik M. Bollt et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 422 citations · Full text
Equation‐free: The computer‐aided analysis of complex multiscale systems
Ioannis G. Kevrekidis, C. W. Gear, Gerhard Hummer · AIChE Journal · 2004 · 365 citations
Numerical Analysis, Engineering, Complex System Engineering +5
A kernel-based method for data-driven koopman spectral analysis
Matthew O. Williams, Clarence W. Rowley, Ioannis G. Kevrekidis · Journal of Computational Dynamics · 2015 · 308 citations · Full text
Spectral Theory, Numerical Analysis, Reduced Order Modeling +19
1–5 of 268