├── .gitignore ├── README.md ├── config.py ├── configs ├── airfoil_time │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml ├── car_cfd │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml ├── climate │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml ├── cylinder_flow │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml ├── deforming_plate │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml ├── ns │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml └── poisson │ ├── gnot.yaml │ ├── grapher.yaml │ ├── mlp.yaml │ └── unet.yaml ├── datasets ├── __init__.py ├── airfoil_time.py ├── car_cfd.py ├── climate.py ├── cylinder_flow.py ├── deforming_plate.py ├── ns.py └── poisson.py ├── figures └── framework.png ├── main.py ├── models ├── __init__.py ├── gnot │ ├── __init__.py │ ├── gnot.py │ ├── mlp.py │ └── utils.py ├── grapher │ ├── __init__.py │ ├── grapher.py │ └── mlp.py ├── mlp │ ├── __init__.py │ └── mlp.py └── unet │ ├── __init__.py │ └── unet1d.py ├── requirements.txt ├── trainers ├── __init__.py ├── builder │ ├── __init__.py │ ├── base.py │ ├── gnot.py │ ├── grapher.py │ ├── mlp.py │ └── unet.py └── procedure │ ├── __init__.py │ ├── airfoil_time.py │ ├── car_cfd.py │ ├── climate.py │ ├── cylinder_flow.py │ ├── deforming_plate.py │ ├── ns.py │ └── poisson.py └── utils ├── __init__.py ├── graph.py ├── helper.py ├── loss.py ├── metrics.py └── normalizer.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__/ 2 | *.pyc 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lizhihao2022/AMG/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- 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