Ioannis G. Kevrekidis

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