2D heat conductivity inversion on 2D heat equation S=1500
32.1Best Relative ErrorProposed (II)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Proposed (II)2025.02 | 32.1 | 39.1 | |
| NAS (tanh activation)2025.02 | 34.2 | — | |
| NAS (our activation)2025.02 | 34.4 | — | |
| NAS (ReLU activation)2025.02 | 34.7 | — | |
| Random layer insertion (I)2025.02 | 36 | 44.7 | |
| Net2DeeperNet (II)2025.02 | 36.2 | 45.1 | |
| Proposed (I)2025.02 | 36.4 | 42.9 | |
| Baseline network2025.02 | 42 | 48.9 | |
| Forward Thinking2025.02 | 55.5 | 65 |