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ResearchFormerly WizWand

Diffusion-reaction

Benchmarks

TaskDatasetSOTA resultTrendResults

Diffusion-Reaction

Diffusion-Reaction

0.433nRMSE

60

Spatio-temporal forecasting

Diffusion-Reaction (test)

0.251NRMSE

9

PDE dynamics forecasting

Diffusion-Reaction (DR) (OOD)

0.042nMSE

7

Solving Nonlinear PDEs

Diffusion-reaction n = 64 (test)

0Relative L2 Error

7

Dynamics Prediction

Diffusion-Reaction (DR)

0Lt+1

6