Advanced spectral methods for climatic time series

M Ghil, MR Allen, MD Dettinger, K Ide… - Reviews of …, 2002 - Wiley Online Library
The analysis of univariate or multivariate time series provides crucial information to describe,
understand, and predict climatic variability. The discovery and implementation of a number …

The dynamics of legged locomotion: Models, analyses, and challenges

P Holmes, RJ Full, D Koditschek, J Guckenheimer - SIAM review, 2006 - SIAM
Cheetahs and beetles run, dolphins and salmon swim, and bees and birds fly with grace
and economy surpassing our technology. Evolution has shaped the breathtaking abilities of …

Learning data-driven discretizations for partial differential equations

Y Bar-Sinai, S Hoyer, J Hickey… - Proceedings of the …, 2019 - National Acad Sciences
The numerical solution of partial differential equations (PDEs) is challenging because of the
need to resolve spatiotemporal features over wide length-and timescales. Often, it is …

[HTML][HTML] Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator

Q Li, F Dietrich, EM Bollt, IG Kevrekidis - Chaos: An Interdisciplinary …, 2017 - pubs.aip.org
Numerical approximation methods for the Koopman operator have advanced considerably
in the last few years. In particular, data-driven approaches such as dynamic mode …

[图书][B] Multiple time scale dynamics

C Kuehn - 2015 - Springer
This book aims to provide an introduction to dynamical systems with multiple time scales. As
in any overview book, several topics are covered only quite briefly. My aim was to focus on …

[图书][B] Turbulence, coherent structures, dynamical systems and symmetry

P Holmes - 2012 - books.google.com
Turbulence pervades our world, from weather patterns to the air entering our lungs. This
book describes methods that reveal its structures and dynamics. Building on the existence of …

[图书][B] Infinite-dimensional dynamical systems: an introduction to dissipative parabolic PDEs and the theory of global attractors

JC Robinson - 2001 - books.google.com
This book develops the theory of global attractors for a class of parabolic PDEs that includes
reaction-diffusion equations and the Navier-Stokes equations, two examples that are treated …

[图书][B] Navier–Stokes equations and nonlinear functional analysis

R Temam - 1995 - SIAM
Since publication of the first edition of this book in 1983, a very active area in the theory of
Navier–Stokes equations has been the study of these equations as a dynamical system in …

[图书][B] Multiscale methods: averaging and homogenization

GA Pavliotis, A Stuart - 2008 - books.google.com
Mathematics is playing an ever more important role in the physical and biological sciences,
provoking a blurring of boundaries between scienti? c disciplines and a resurgence of …

Equation-free, coarse-grained multiscale computation: Enabling mocroscopic simulators to perform system-level analysis

CW Gear, JM Hyman, PG Kevrekidid, IG Kevrekidis… - 2003 - projecteuclid.org
We present and discuss a framework for computer-aided multiscale analysis, which enables
models at a fine (microscopic/stochastic) level of description to perform modeling tasks at a …