activity
20162026
most citedLinear response for macroscopic observables in high-dimensional systems

38 citations · 143 across the 12 of their papers we have counts for

collaborators
Showing math.DSShow all

8 papers · 1 filter

math.DS2026

Rigorous and effective numerics for Liverani-Saussol-Vaienti maps

Alexey Korepanov, YuTong Wei, Caroline Wormell

We make highly accurate numerical estimates of basic properties of the invariant measure for Liverani-Saussol-Vaienti intermittent maps, an archetypal slowly mixing dynamical syste…

math.DS2023

Highly accurate and fine-scale estimation of equilibrium measures

Caroline L. Wormell

Equilibrium measures are special invariant measures of chaotic dynamical systems and iterated function systems, commonly studied as salient examples of fractal measures. While usef…

math.DS2022★ 2 cited

On convergence of linear response formulae in some piecewise hyperbolic maps

Caroline L. Wormell

When high-dimensional non-uniformly hyperbolic chaotic systems undergo dynamical perturbations, their long-time statistics are generally observed to respond differentiably with res…

math.DS2022★ 7 cited

Conditional mixing in deterministic chaos

Caroline L. Wormell

While on the one hand, chaotic dynamical systems can be predicted for all time given exact knowledge of an initial state, they are also in many cases rapidly mixing, meaning that s…

math.DS2021

Efficient computation of statistical properties of intermittent dynamics

Caroline L. Wormell

Intermittent maps of the interval are simple and widely-studied models for chaos with slow mixing rates, but have been notoriously resistant to numerical study. In this paper we pr…

math.DS2019★ 38 cited

Linear response for macroscopic observables in high-dimensional systems

Caroline L. Wormell, Georg A. Gottwald

The long-term average response of observables of chaotic systems to dynamical perturbations can often be predicted using linear response theory, but not all chaotic systems possess…

math.DS2018★ 33 cited

On the validity of linear response theory in high-dimensional deterministic dynamical systems

Caroline L. Wormell, Georg A. Gottwald

This theoretical work considers the following conundrum: linear response theory is successfully used by scientists in numerous fields, but mathematicians have shown that typical lo…

math.DS2017★ 23 cited

Spectral Galerkin methods for transfer operators in uniformly expanding dynamics

Caroline L. Wormell

Markov expanding maps, a class of simple chaotic systems, are commonly used as models for chaotic dynamics, but existing numerical methods to study long-time statistical properties…