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

Natural Sciences, Mathematics, Chemical Kinetics +14

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 · 798 citations · Full text

Natural Sciences, Physics, Computational Physics +15

A DATA–DRIVEN APPROXIMATION OF THE KOOPMAN OPERATOR: EXTENDING DYNAMIC MODE DECOMPOSITION

Matthew O. Williams, Ioannis G. Kevrekidis, Clarence W. Rowley · 2016 · 723 citations

Natural Sciences, Computational Engineering, Mathematics +15

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 · 431 citations · Full text

Computing, Computational Engineering, Mathematics +15

Equation‐free: The computer‐aided analysis of complex multiscale systems

Ioannis G. Kevrekidis, C. W. Gear, Gerhard Hummer · AIChE Journal · 2004 · 366 citations

Engineering, Computational Engineering, Mechanical Engineering +14