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Solving reaction equations on Reaction equations ρ=4 1.0
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0.1356
Max Error
Hyper-LR-PINN
0.118484
0.234017
0.34955
0.465083
Oct 14, 2023
Max Error
Experimental Variance
Updated 4d ago
Evaluation Results
Method
Method
Links
Max Error
Experimental Variance
Hyper-LR-PINN
Pre-training=true, Ran...
2023.10
0.1356
0.9964
Hyper-LR-PINN
Pre-training=true, Ran...
2023.10
0.1524
0.9953
Naïve-LR-PINN
Pre-training=false, Ra...
2023.10
0.3395
0.9699
Reptile
Pre-training=true, Ran...
2023.10
0.3748
0.9559
MAML
Pre-training=false, Ra...
2023.10
0.5249
0.9131
Curriculum learning
Pre-training=false, Ra...
2023.10
0.5635
0.877
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