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My Dataset
What it contains
Dataset Repo for From Cheap Geometry to Expensive Physics: A Physics-agnostic Pretraining Framework for Neural Operators accepted by ICLR 2026
Please refer to github repo Physics-agnostic-Operator-Pretraining for dataloader.
Directory Structure
Dataset/
├── Stress/
│ ├── ellipse_0_3_0_15_0_5_0_5/
│ │ ├── train/
│ │ │ ├── Data_0
│ │ │ ├── Data_1
│ │ │ └── ...
│ │ └── val/
│ ├── ellipse_0_15_0_3_0_5_0_5/
│ ├── rect_0_3_0_15_0_5_0_5/
│ └── rect_0_15_3_15_0_5_0_5/
├── AirfRans
│ ├── 4_5_digits/
│ │ ├── train/
│ │ │ ├── Data_0
│ │ │ ├── Data_1
│ │ │ └── ...
│ │ └── val/
│ └── geom_only/
├── MagCore(Inductor)
│ ├── EECore_new/
│ │ ├── train/
│ │ │ ├── Data_0
│ │ │ ├── Data_1
│ │ │ └── ...
│ └── └── val/
└── Elec
│ ├── elec_0_3_0_7_0_2/
│ │ ├── train/
│ │ │ ├── Data_0
│ │ │ ├── Data_1
│ │ │ └── ...
│ │ └── val/
└── └── elec_0_7_0_3_0_2/
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