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Benchmarks
4DVAR Data Assimilation on 3D Taylor–Green vortex (test)
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0.0002
Cost
PINN (10^4)
-0.002277
0.014202
0.030682
0.047162
Sep 26, 2025
Cost
Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Cost
Error
PINN (10^4)
time (s)=102, memory (...
2025.09
0.0002
0.0766
neural
time (s)=379, memory (...
2025.09
0.0004
0.139
weak-neural
time (s)=211, memory (...
2025.09
0.0008
0.186
PINN
time (s)=10, memory (M...
2025.09
0.0029
0.268
vanilla
time (s)=381, memory (...
2025.09
0.0148
3.07
weak-vanilla
time (s)=210, memory (...
2025.09
0.0612
3.04
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