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Solving reaction equations on Reaction equations ρ=7 1.0
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0.215
Max Error
Hyper-LR-PINN
0.183096
0.398448
0.6138
0.829152
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
0.215
0.992
Hyper-LR-PINN
Pre-training=true, Ran...
2023.10
0.2922
0.9882
Curriculum learning
Pre-training=false, Ra...
2023.10
0.7468
0.7961
MAML
Pre-training=false, Ra...
2023.10
1.0001
0.0183
Naïve-LR-PINN
Pre-training=false, Ra...
2023.10
1.0057
0.0116
Reptile
Pre-training=true, Ran...
2023.10
1.0126
0.0044
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