35 citations · 49 across the 3 of their papers we have counts for
3 papers
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.comp-ph2021
Influence of database noises to machine learning for spatiotemporal chaos
Yu Yang, Shijie Qin, Shijun Liao
A new strategy, namely the "clean numerical simulation" (CNS), was proposed (J. Computational Physics, 418:109629, 2020) to gain reliable/convergent simulations (with negligible nu…
cs.OH2021★ 35 cited
Three-body problem -- from Newton to supercomputer plus machine learning
Shijun Liao, Xiaoming Li, Yu Yang
The famous three-body problem can be traced back to Newton in 1687, but quite few families of periodic orbits were found in 300 years thereafter. In this paper, we propose an effec…