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Solving reaction equations on Reaction equations ρ=5 1.0
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0.1967
Max Error
Hyper-LR-PINN
0.165036
0.378768
0.5925
0.806232
Oct 14, 2023
Max Error
Expected Variance
Updated 4d ago
Evaluation Results
Method
Method
Links
Max Error
Expected Variance
Hyper-LR-PINN
Pre-training=true, Ran...
2023.10
0.1967
0.9929
Hyper-LR-PINN
Pre-training=true, Ran...
2023.10
0.2287
0.9891
Curriculum learning
Pre-training=false, Ra...
2023.10
0.6576
0.8472
Naïve-LR-PINN
Pre-training=false, Ra...
2023.10
0.985
0.0626
Reptile
Pre-training=true, Ran...
2023.10
0.9865
0.0452
MAML
Pre-training=false, Ra...
2023.10
0.9883
0.0591
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