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README.md
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license: cc-by-4.0
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# HiLiftAeroML: High-Fidelity Computational Fluid Dynamics Dataset for High-Lift Aircraft Aerodynamics
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The simulations were performed using the **"Fidelity Charles"** flow-solver, an explicit, unstructured, finite-volume solver for the compressible Navier-Stokes equations.
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* **Accuracy:** 2nd-order accurate in space and 3rd-order accurate in time.
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* **Meshing:** The domain was discretized using "Fidelity Stitch", an unstructured mesh generator based on Voronoi diagrams.
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* **Turbulence Modeling:** To capture complex, unsteady flow phenomena such as massive flow separation, the Dynamic Smagorinsky subgrid-scale model and an equilibrium wall model were employed.
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## How to Cite This Dataset
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In order to cite the use of this dataset, please cite the corresponding preprint paper:
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In addition to the files per run folder, there are also general summary files in the root directory:
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* `geo_parameters_all.csv`: Reference geometry values used to define the geometry via the DoE method for all runs.
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* `force_mom_all.csv`: Time-averaged drag, lift, moment, and pressure/viscous coefficients for all runs.
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## How to Download
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The dataset is openly accessible on Hugging Face without any additional costs.
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license: cc-by-4.0
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viewer: false
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---
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# HiLiftAeroML: High-Fidelity Computational Fluid Dynamics Dataset for High-Lift Aircraft Aerodynamics
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The simulations were performed using the **"Fidelity Charles"** flow-solver, an explicit, unstructured, finite-volume solver for the compressible Navier-Stokes equations.
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* **Accuracy:** 2nd-order accurate in space and 3rd-order accurate in time.
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* **Meshing:** The domain was discretized using "Fidelity Stitch", an unstructured mesh generator based on Voronoi diagrams.
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* **Turbulence Modeling:** To capture complex, unsteady flow phenomena such as massive flow separation, a wall-modeled LES using the Dynamic Smagorinsky subgrid-scale model and an equilibrium wall model were employed.
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## How to Cite This Dataset
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In order to cite the use of this dataset, please cite the corresponding preprint paper:
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In addition to the files per run folder, there are also general summary files in the root directory:
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* `geo_parameters_all.csv`: Reference geometry values used to define the geometry via the DoE method for all runs.
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* `force_mom_all.csv`: Time-averaged drag, lift, moment, and pressure/viscous coefficients for all runs.
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* 'splits*' : folder containing the train/val/test splits (manifest.json) and explanation and their derivation (README.pdf)
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## How to Download
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The dataset is openly accessible on Hugging Face without any additional costs.
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