Steady-State Heat Equation Solving on Diverse Geometric Shapes
1.88NRMSEgeometry-aware neural PDE solver
Evaluation results
| Method | Links | |
|---|---|---|
| geometry-aware neural PDE solverRepresentation / Shape=Spherical Neural Surface / Armadillo2025.12 | 1.88 | |
| geometry-aware neural PDE solverRepresentation / Shape=Mesh / Holey Human2025.12 | 1.92 | |
| geometry-aware neural PDE solverRepresentation / Shape=Neural SDF / Camera2025.12 | 2.17 | |
| geometry-aware neural PDE solverRepresentation / Shape=Point Cloud / Hat2025.12 | 2.94 | |
| geometry-aware neural PDE solverRepresentation / Shape=Overfitted SDF / Max Planck Face2025.12 | 3.03 | |
| geometry-aware neural PDE solverRepresentation / Shape=Gaussian Splatting / Snowman2025.12 | 6.15 |