Feasible and reliable predictions of separated turbulent flows are a requirement to
successfully address the majority of aerospace and wind energy problems. Existing …

As early as at the end of the 19th century, shortly after mathematical rules describing fluid
flow—such as the Navier–Stokes equations—were developed, the idea of using them for …

View Video Presentation: https://doi. org/10.2514/6.2021-2903. vid The Field Inversion and
Machine Learning (FIML) method was applied to augment the k-ω SST turbulence model to …

To boost the performance of the air-cooling battery thermal management system, this study
designed a novel vortex adjustment structure for the conventional air-cooling battery pack …

Accurate flow field estimation is crucial for the improvement of outdoor environmental
quality, but computational fluid dynamics (CFD) based on the widely used Reynolds …

Transportation electrification has been universally regarded as a critical method to tackle the
more and more severe global warming and climate change issues nowadays. The …

Usually applied simulation methods for turbulent flows as large eddy simulation (LES), wall-
modeled LES (WMLES), and detached eddy simulation (DES) face significant challenges …

Engineering design relies on numerical simulations of turbulent flows to perform analysis
and optimize components. Realistic turn-around times for the ensembles of simulations …

To date most work on applying data-driven techniques to augment the Reynolds Averaged
Navier-Stokes turbulence models have concentrated on the form of correction to the …