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20172026
most citedLarge-scale influence of numerical noises as artificial stochastic disturbances on a sustained turbulence

26 citations · 101 across the 13 of their papers we have counts for

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7 papers · 1 filter

physics.flu-dyn2025

Reply to the comments of McMullen et al. (arXiv:2510.04828)

Shijun Liao, Shijie Qin

McMullen et al. [1] comment that the numerical simulations that explicitly include random velocity fluctuations ``should exhibit a thermal-fluctuation-dominated range'' consistent…

physics.flu-dyn2025

A paradox of the Navier-Stokes turbulence

Shijie Qin, Kun Xu, Shijun Liao

The Navier-Stokes (NS) equations as a turbulence model have been widely applied in lots of fields. The NS equations contain such a fundamental assumption that all small physical/ar…

physics.flu-dyn2025★ 3 cited

Clean numerical simulation (CNS) of three-dimensional turbulent Kolmogorov flow

Shijie Qin, Shijun Liao

Turbulence holds immense importance across various scientific and engineering disciplines. The direct numerical simulation (DNS) of turbulence proposed by Orszag in 1970 is a miles…

physics.flu-dyn2025★ 2 cited

Physical significance of artificial numerical noise in direct numerical simulation of turbulence

Shijun Liao, Shijie Qin

Using clean numerical simulation (CNS) in which artificial numerical noise is negligible over a finite, sufficiently long interval of time, we provide evidence, for the first time,…

physics.flu-dyn2024★ 5 cited

Noise-expansion cascade: an origin of randomness of turbulence

Shijun Liao, Shijie Qin

Randomness is one of the most important characteristics of turbulence, but its origin remains an open question. By means of a ``thought experiment'' via several clean numerical exp…

physics.flu-dyn2024★ 14 cited

Is a direct numerical simulation (DNS) of Navier-Stokes equations with small enough grid spacing and time-step definitely reliable/correct?

Shejie Qin, Yu Yang, Yongxiang Huang +3

Traditionally, results given by the direct numerical simulation (DNS) of Navier-Stokes equations are widely regarded as reliable benchmark solutions of turbulence, as long as grid…

physics.flu-dyn2022★ 26 cited

Large-scale influence of numerical noises as artificial stochastic disturbances on a sustained turbulence

Shijie Qin, Shijun Liao

We investigate the large-scale influence of numerical noises as tiny artificial stochastic disturbances on a sustained turbulence. Using the two-dimensional (2D) turbulent Rayleigh…