Effects of finite arithmetic precision on large-scale direct numerical simulation of box turbulence by spectral method

The effects of finite arithmetic precision on direct numerical simulations (DNS) of three-dimensional box turbulence using a spectral method were studied by comparing single and double precision at Taylor-scale Reynolds numbers R${}_{\ensuremath{\lambda}}$ = 170 and 268. At R${}_{\ensuremath{\lambda}}$ = 268, significant differences appeared after about 1.6 eddy turnover times, especially in extreme-event statistics such as the maxima and high-order moments of local energy dissipation and enstrophy. In contrast, differences at R${}_{\ensuremath{\lambda}}$ = 170 were negligible. These results suggest that in high-Reynolds-number DNS, round-off errors from limited precision could significantly affect extreme-event statistics over long simulation times.

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Journal
Physical Review Fluids
Published
2025-06-02
DOI
https://doi.org/10.1103/physrevfluids.10.064603
Citations
3
Primary Topic
Fluid Dynamics and Turbulent Flows
Type
article
Field-Weighted Citation Impact
4.00

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article

Effects of finite arithmetic precision on large-scale direct numerical simulation of box turbulence by spectral method

Yukio Kaneda, Naoya Okamoto, Takashi Ishihara, Mitsuo Yokokawa
3 citations
Physical Review Fluids
Fluid Dynamics and Turbulent Flows
4.00
article

Effects of finite arithmetic precision on large-scale direct numerical simulation of box turbulence by spectral method

Yukio Kaneda, Naoya Okamoto, Takashi Ishihara, Mitsuo Yokokawa
article en
3 citations

Abstract

The effects of finite arithmetic precision on direct numerical simulations (DNS) of three-dimensional box turbulence using a spectral method were studied by comparing single and double precision at Taylor-scale Reynolds numbers R${}_{\ensuremath{\lambda}}$ = 170 and 268. At R${}_{\ensuremath{\lambda}}$ = 268, significant differences appeared after about 1.6 eddy turnover times, especially in extreme-event statistics such as the maxima and high-order moments of local energy dissipation and enstrophy. In contrast, differences at R${}_{\ensuremath{\lambda}}$ = 170 were negligible. These results suggest that in high-Reynolds-number DNS, round-off errors from limited precision could significantly affect extreme-event statistics over long simulation times.

Physical Review FluidsVol. 10(6)
Okayama University (JP), Aichi Institute of Technology (JP), Nagoya University (JP), Kobe University (JP)
Okayama University, Japan Society for the Promotion of Science
Climate action
Openalex Percentile: Top 7%
Fluid Dynamics and Turbulent Flows
4.00
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Effects of finite arithmetic precision on large-scale direct numerical simulation of box turbulence by spectral method — Yukio Kaneda, Naoya Okamoto, et al. · Physical Review Fluids (2025) | TGRS Research Map | TGRS