Reynolds Averaged Navier Stokes (RANS) models are widely used in industry to predict
fluid flows, despite their acknowledged deficiencies. Not only do RANS models often …

Film cooling has dramatically contributed to the performance improvement of gas turbines,
as it is a very effective cooling technique for gas turbines. Large eddy simulation (LES) …

Significant environmental effects from the use of marine outfall discharges have led to
increased efforts by both regulatory bodies and research groups to minimize the negative …

In film cooling flows, it is important to know the temperature distribution resulting from the
interaction between a hot main flow and a cooler jet. However, current Reynolds-averaged …

We propose an interpretable deep learning (DL) model that extracts physical features from
turbulence data. Based on a conditional generative adversarial network combined with a …

The working principle of particle-based solar receivers is to utilize the absorptivity of a
dispersed particle phase in an otherwise optically transparent carrier fluid. In comparison to …

For film cooling of combustor linings and turbine blades, it is critical to be able to accurately
model jets-in-crossflow. Current Reynolds-averaged Navier–Stokes (RANS) models often …

The classical gradient-diffusion hypothesis has known deficiencies when applied to cooling
applications. In this paper, the gene-expression programming (GEP) method, a machine …

Paravalvular leak (PVL) is a relatively frequent complication after transcatheter aortic valve
replacement (TAVR) with increased mortality. Currently, there is no effective method to pre …

This study investigates the influence of different low velocity ratios on the flow structures of
an inclined jet in crossflow (JICF). Experiments are conducted in a closed-loop water tunnel …