[HTML][HTML] Implementation of digital twins in the process industry: A systematic literature review of enablers and barriers

M Perno, L Hvam, A Haug - Computers in Industry, 2022 - Elsevier
Since the introduction of the concept of “digital twins”(DTs) in 2002, the number of practical
applications in different industrial sectors has grown rapidly. Despite the hype surrounding …

A review of hybrid RANS-LES methods for turbulent flows: Concepts and applications

S Heinz - Progress in Aerospace Sciences, 2020 - Elsevier
The hybridization of Reynolds-averaged Navier-Stokes (RANS) and large eddy simulation
(LES) methods is seen to be the most promising way to efficiently deal with separated …

[BOG][B] Computational fluid mechanics and heat transfer

D Anderson, JC Tannehill, RH Pletcher, R Munipalli… - 2020 - taylorfrancis.com
Computational Fluid Mechanics and Heat Transfer, Fourth Edition is a fully updated version
of the classic text on finite-difference and finite-volume computational methods. Divided into …

Data-driven reduced-order models via regularised operator inference for a single-injector combustion process

SA McQuarrie, C Huang, KE Willcox - … of the Royal Society of New …, 2021 - Taylor & Francis
This paper derives predictive reduced-order models for rocket engine combustion dynamics
via Operator Inference, a scientific machine learning approach that blends data-driven …

[HTML][HTML] Flow control in wings and discovery of novel approaches via deep reinforcement learning

R Vinuesa, O Lehmkuhl, A Lozano-Durán, J Rabault - Fluids, 2022 - mdpi.com
In this review, we summarize existing trends of flow control used to improve the aerodynamic
efficiency of wings. We first discuss active methods to control turbulence, starting with flat …

[PDF][PDF] The effect of slip on the development of flow separation due to a bump in a channel based on a two-fluid turbulence model

M Madaliev, M Usmonov, J Otajonov… - E3S Web of …, 2024 - e3s-conferences.org
In the paper, two-fluid turbulence model simulations were used to calculate the flow of a
statistically two-dimensional turbulent boundary layer over a hump. In this work, the finite …

Performance of wall-modeled LES with boundary-layer-conforming grids for external aerodynamics

A Lozano-Durán, ST Bose, P Moin - AIAA Journal, 2022 - arc.aiaa.org
We investigate the error scaling and computational cost of wall-modeled large-eddy
simulation (WMLES) for external aerodynamic applications. The NASA Juncture Flow is …

Historical development and use of CFD for separated flow simulations relevant to military aircraft

A Rizzi, JM Luckring - Aerospace Science and Technology, 2021 - Elsevier
Separated flows often set aerodynamic limits for an aircraft flight envelope, and many of
these flows remain difficult to predict with Computational Fluid Dynamics. This paper reviews …

A variational quantum algorithm-based numerical method for solving potential and Stokes flows

YY Liu, Z Chen, C Shu, P Rebentrost, YG Liu… - Ocean …, 2024 - Elsevier
This paper presents a numerical method based on the variational quantum algorithm to
solve potential and Stokes flow problems. In this method, the governing equations for …

Recent advances in feature extraction techniques for high-speed flowfields

S Unnikrishnan - Progress in Aerospace Sciences, 2023 - Elsevier
Abstract Space–time scale-resolved diagnostic and computational campaigns routinely
produce high-fidelity multi-disciplinary truth-model quality datasets for complex …