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physics.flu-dyn2026
Spatial symmetry invariance of three-dimensional Navier-Stokes turbulence
Shijun Liao
Direct Numerical Simulation (DNS) of the deterministic Navier-Stokes (NS) equations is widely used to provide benchmark solutions of turbulent flow, but its accuracy and reliabilit…
physics.flu-dyn2025★ 1 cited
Convergent series of Stokes wave of arbitrary height in deep water via machine learning
Chong Lin, Shijun Liao
Permanent gravity waves propagating in deep water, spanning amplitudes from infinitesimal to their theoretical limiting values, remain a classical yet challenging problem due to it…
physics.flu-dyn2025
Symbolic Regression-Enhanced Dynamic Wake Meandering: Fast and Physically Consistent Wind-Turbine Wake Modeling
Ding Wang, Dachuan Feng, Kangcheng Zhou +3
Accurately modeling wind turbine wakes is essential for optimizing wind farm performance but remains a persistent challenge. While the dynamic wake meandering (DWM) model captures…