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| Model | Description |
|---|---|
| G-PARCv1 | Graph Physics-Aware Recurrent Convolutions — fully learned GNN operators |
| G-PARCv2 | MLS differential operators + numerical Euler integration |
| MeshGraphKAN | Kolmogorov-Arnold Network message passing with Fourier basis |
| MeshGraphNet | Standard encode-process-decode GNN (Pfaff et al., 2021) |
1from huggingface_hub import hf_hub_download
2ckpt = hf_hub_download("jacktbeerman/Gparc", "checkpoints/gparcv2_best.pth")