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Shallow water equations

Benchmarks

Task NameDataset NameSOTA ResultTrend
1-step forecastingShallow-water equations SWE-1 R2 (test)
MSE0.0519
15
PDE ForecastingShallow-water equations (5-step rollout)
Relative L2 Error1.56
10
Operator LearningShallow water equations (test)
Relative L2 Error (%)4.29
3
Out-of-domain forecastingShallow Water Equations (SWE) [0,0.75] to (0.75,1] v1 (train)
Relative L2 Error (h)3.22
1
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