The current generation of axial turbomachines is the culmination of decades of experience,
and detailed understanding of the underlying flow physics has been a key factor for …

This review paper surveys some of the progress made to date in the use of machine learning
(ML) for turbulence and heat transfer modeling. We start by identifying the challenges that …

Through numerical simulations, this paper examines the nature of instability mechanisms
leading to transition in separation bubbles. The results of two direct numerical simulations …

The present review covers the heat transfer literature published in 2004 in English
language, including some translations of foreign language papers. Though extensive, some …

Over the past two decades high-fidelity simulations have become feasible for most main gas
path turbomachinery components. This paper introduces the key challenges of simulating …

An overview is provided of various direct numerical simulations (DNS) of transitional flows in
turbine-related geometries. Two flow cases are considered: the first case concerns …

The paper examines, by means of highly resolved large-eddy simulations, the fluid
mechanic behaviour of an incompressible, turbulent flow separating from an axisymmetric …

In the present study, flow simulation has been carried out in a backward-facing step channel
defined by an expansion ratio of 2.02 and a spanwise aspect ratio of 8 to provide the …

An experimental investigation is conducted to develop and validate a quantitative
methodology for identification and characterization of a laminar separation bubble based on …

A study of the flow around airfoils at low-Reynolds numbers has been performed, by a
combination of direct numerical simulation (DNS) and linear stability analysis. The …