├── LICENSE ├── README.md ├── dataset.py ├── dataset_stats.ipynb ├── get_results.py ├── main.py ├── metrics.py ├── metrics └── readme ├── metrics_NACA.py ├── models ├── GUNet.py ├── GraphSAGE.py ├── MLP.py ├── NN.py ├── PointNet.py ├── __pycache__ │ ├── GAT.cpython-39.pyc │ ├── GKO.cpython-39.pyc │ ├── GNO.cpython-39.pyc │ ├── GUNet.cpython-39.pyc │ ├── GraphSAGE.cpython-39.pyc │ ├── MGKO.cpython-39.pyc │ ├── MLP.cpython-39.pyc │ ├── NN.cpython-39.pyc │ ├── PointNet.cpython-39.pyc │ └── PointNetpp.cpython-39.pyc └── readme ├── naca_generator.py ├── params.yaml ├── reorganize.py ├── scores ├── aoa │ ├── score_MSE.json │ └── score_WMSE.json ├── full │ ├── score_MSE.json │ └── score_WMSE.json ├── readme ├── reynolds │ ├── score_MSE.json │ └── score_WMSE.json └── scarce │ ├── score_MSE.json │ └── score_WMSE.json ├── train.py └── visualization.ipynb /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/README.md -------------------------------------------------------------------------------- /dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/dataset.py -------------------------------------------------------------------------------- /dataset_stats.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/dataset_stats.ipynb -------------------------------------------------------------------------------- /get_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/get_results.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/main.py -------------------------------------------------------------------------------- /metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/metrics.py -------------------------------------------------------------------------------- /metrics/readme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/metrics/readme -------------------------------------------------------------------------------- /metrics_NACA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/metrics_NACA.py -------------------------------------------------------------------------------- /models/GUNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/GUNet.py -------------------------------------------------------------------------------- /models/GraphSAGE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/GraphSAGE.py -------------------------------------------------------------------------------- /models/MLP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/MLP.py -------------------------------------------------------------------------------- /models/NN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/NN.py -------------------------------------------------------------------------------- /models/PointNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/PointNet.py -------------------------------------------------------------------------------- /models/__pycache__/GAT.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/GAT.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/GKO.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/GKO.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/GNO.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/GNO.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/GUNet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/GUNet.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/GraphSAGE.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/GraphSAGE.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/MGKO.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/MGKO.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/MLP.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/MLP.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/NN.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/NN.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/PointNet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/PointNet.cpython-39.pyc -------------------------------------------------------------------------------- /models/__pycache__/PointNetpp.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/__pycache__/PointNetpp.cpython-39.pyc -------------------------------------------------------------------------------- /models/readme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/models/readme -------------------------------------------------------------------------------- /naca_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/naca_generator.py -------------------------------------------------------------------------------- /params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/params.yaml -------------------------------------------------------------------------------- /reorganize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/reorganize.py -------------------------------------------------------------------------------- /scores/aoa/score_MSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/aoa/score_MSE.json -------------------------------------------------------------------------------- /scores/aoa/score_WMSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/aoa/score_WMSE.json -------------------------------------------------------------------------------- /scores/full/score_MSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/full/score_MSE.json -------------------------------------------------------------------------------- /scores/full/score_WMSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/full/score_WMSE.json -------------------------------------------------------------------------------- /scores/readme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/readme -------------------------------------------------------------------------------- /scores/reynolds/score_MSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/reynolds/score_MSE.json -------------------------------------------------------------------------------- /scores/reynolds/score_WMSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/reynolds/score_WMSE.json -------------------------------------------------------------------------------- /scores/scarce/score_MSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/scarce/score_MSE.json -------------------------------------------------------------------------------- /scores/scarce/score_WMSE.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/scores/scarce/score_WMSE.json -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/train.py -------------------------------------------------------------------------------- /visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Extrality/AirfRANS/HEAD/visualization.ipynb --------------------------------------------------------------------------------