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2D Heat Conductivity Inversion on 2D heat equation S=1000
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0.327
Best Relative Error
Proposed (II)
0.31728
0.38289
0.4485
0.51411
Feb 8, 2025
Best Relative Error
Relative Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Best Relative Error
Relative Error
Proposed (II)
Training time=11.2 min
2025.02
0.327
0.4
NAS (our activation)
Training time=376 min
2025.02
0.349
-
NAS (tanh activation)
Training time=370 min
2025.02
0.35
-
Proposed (I)
Training time=15.1 min
2025.02
0.351
0.434
NAS (ReLU activation)
Training time=380 min
2025.02
0.355
-
Random layer insertion (I)
Training time=13.7 min
2025.02
0.392
0.457
Net2DeeperNet (II)
Training time=12.4 min
2025.02
0.4
0.456
Baseline network
Training time=16.4 min
2025.02
0.446
0.5
Forward Thinking
Training time=12 min
2025.02
0.57
0.66
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