Spontaneous stochasticity in the fluctuating Navier–Stokes equations on a logarithmic lattice

The predictability of turbulent flows remains a challenging problem for mathematicians, physicists and meteorologists. In this context, we consider the three-dimensional incompressible Navier-Stokes equations with small-scale random forcing on logarithmic lattices in Fourier space. Our goal is to probe the phenomenon of spontaneous stochasticity in this system, which means that its solutions remain stochastic in the limit of vanishing viscosity and noise. For this, we consider numerical simulations with increasing Reynolds numbers and vanishing noise amplitudes. Through measurements of statistics of individual large-scale Fourier modes, we verify the spontaneous stochasticity in two different setups: from rough initial data, and after a finite-time blowup of a strong solution. The convergence of probability density functions for distinct parameters suggests that the limiting solution is a universal stochastic process. This article is part of the theme issue 'Frontiers of turbulence and statistical physics'.

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Publication Details

Journal
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
Published
2026-07-30
DOI
https://doi.org/10.1098/rsta.2025.0031
Primary Topic
stochastic dynamics and bifurcation
Type
article
Field-Weighted Citation Impact
0.00

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article

Spontaneous stochasticity in the fluctuating Navier–Stokes equations on a logarithmic lattice

Ciro S. Campolina, Alexei A. Mailybaev, Erika Paola Ortiz Bernal
Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
stochastic dynamics and bifurcation
article

Spontaneous stochasticity in the fluctuating Navier–Stokes equations on a logarithmic lattice

Ciro S. Campolina, Alexei A. Mailybaev, Erika Paola Ortiz Bernal
article en

Abstract

The predictability of turbulent flows remains a challenging problem for mathematicians, physicists and meteorologists. In this context, we consider the three-dimensional incompressible Navier-Stokes equations with small-scale random forcing on logarithmic lattices in Fourier space. Our goal is to probe the phenomenon of spontaneous stochasticity in this system, which means that its solutions remain stochastic in the limit of vanishing viscosity and noise. For this, we consider numerical simulations with increasing Reynolds numbers and vanishing noise amplitudes. Through measurements of statistics of individual large-scale Fourier modes, we verify the spontaneous stochasticity in two different setups: from rough initial data, and after a finite-time blowup of a strong solution. The convergence of probability density functions for distinct parameters suggests that the limiting solution is a universal stochastic process. This article is part of the theme issue 'Frontiers of turbulence and statistical physics'.

Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering SciencesVol. 384(2325)
Instituto Nacional de Matemática Pura e Aplicada (BR), Scuola Normale Superiore (IT)
European Commission, Agence Nationale de la Recherche, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro
Openalex Percentile: Top 8%
stochastic dynamics and bifurcation
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