High-Lift Prediction Workshop 5: Overview and Workshop Summary

AM Clark, CL Rumsey, JP Slotnick… - AIAA SCITECH 2025 …, 2025 - arc.aiaa.org
The Fifth AIAA CFD High-Lift Prediction Workshop was held with the goal of assessing the
numerical prediction capability of current-generation computational fluid dynamics (CFD) …

HLPW-5: Overview and Workshop Summary

AM Clark, C Rumsey, JP Slotnick, L Wang - AIAA SciTech Forum, 2025 - ntrs.nasa.gov
The Fifth AIAA CFD High-Lift Prediction Workshop was held with the goal of assessing the
numerical prediction capability of current-generation computational fluid dynamics (CFD) …

HLPW-4/GMGW-3: high-order discretization technology focus group workshop summary

MC Galbraith, SL Karman - Journal of Aircraft, 2023 - arc.aiaa.org
This paper summarizes the High-Order Technical Focus Group (HO-TFG) submissions for
the joint 4th AIAA High Lift Prediction (HLPW-4) and 3rd Geometry and Mesh Generation …

High-Lift Prediction Workshop 5: Hybrid RANS/LES Technology Focus Group Summary

N Ashton, P Batten, V Skaperdas… - AIAA SCITECH 2025 …, 2025 - arc.aiaa.org
This study summarizes the work of the Hybrid RANS/LES (HRLES) Technology Focus Group
(TFG) for the 5th High-Lift Prediction Workshop (HLPW-5). Results indicate that, as shown in …

Drivaernet: A parametric car dataset for data-driven aerodynamic design and graph-based drag prediction

M Elrefaie, A Dai, F Ahmed - … and Information in …, 2024 - asmedigitalcollection.asme.org
This study introduces DrivAerNet, a large-scale high-fidelity CFD dataset of 3D industry-
standard car shapes, and RegDGCNN, a dynamic graph convolutional neural network …

Drivaernet++: A large-scale multimodal car dataset with computational fluid dynamics simulations and deep learning benchmarks

M Elrefaie, F Morar, A Dai… - Advances in Neural …, 2025 - proceedings.neurips.cc
We present DrivAerNet++, the largest and most comprehensive multimodal dataset for
aerodynamic car design. DrivAerNet++ comprises 8,000 diverse car designs modeled with …

Detached-eddy simulation of the vortex system on the high-lift common research model

Q Li, X Sun, G Wang - Physics of Fluids, 2024 - pubs.aip.org
A complex vortex system exists on the high-lift transport aircraft with components of the
nacelle, pylon, high-lift devices, strakes, and brackets, and the investigation of the vortex …

Wall-modeled large-eddy simulation of turbulent smooth body separation using the OpenFOAM flow solver

C Hansen, XIA Yang, M Abkar - arxiv preprint arxiv:2412.16668, 2024 - arxiv.org
This work investigates the current wall-modeled large-eddy simulation (WMLES) capabilities
of the open-source computational fluid dynamics solver OpenFOAM, which is used widely in …

Implementation of Immersed Boundaries via Volume Penalization in the Industrial Aeronautical Computational Fluid Dynamics Solver CODA

J Nunez, D Huergo, D Lodares, S Shrestha… - arxiv preprint arxiv …, 2024 - arxiv.org
We present the implementation and validation of an immersed boundary volume
penalization method in the computational fluid dynamics solver CODA (from ONERA, DLR …

WMLES for the Fifth High-Lift Prediction Workshop Cases Using FUN3D

L Wang, CL Rumsey, WK Anderson… - AIAA SCITECH 2025 …, 2025 - arc.aiaa.org
This paper presents solution assessments and grid convergence studies for the test cases
outlined in the Fifth High-Lift Prediction Workshop (HLPW-5), focusing on the high-lift …