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ResearchFormerly WizWand

Learning Nonlinear and Non-Periodic Responses on ODEs/PDEs

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Diffusion Equation D=1 (test)

0.001Relative Error

7

Feb 26, 2026

Beam Equation (test)

0.003Relative Error

7

Feb 26, 2026

Lorenz System rho=10 (test)

0.219Relative Error

7

Feb 26, 2026

Lorenz System rho=5 (test)

0.005Relative Error

7

Feb 26, 2026

Duffing Oscillator c=0.5 (test)

0.073Relative Error

7

Feb 26, 2026

Duffing Oscillator (c=0) (test)

0.442Relative Error

7

Feb 26, 2026

Driven Pendulum (c=0.5) (test)

0.088Relative Error

7

Feb 26, 2026

Driven Pendulum c=0 (test)

0.292Relative Error

7

Feb 26, 2026

Reaction-Diffusion (D=0.01, k=0.01) (test)

9.09Relative Error

6

Feb 26, 2026