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ResearchFormerly WizWand

Solving Parameterized Time-Dependent Allen-Cahn PDE (10K D)

0.0379Relative L1 ErrorPRISM-STDE
0.0275360.0974930.167450.237407Jun 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
PRISM-STDEParadigm=Zero-Shot ∀μ2026.060.0379
PRISM-SDGDParadigm=Zero-Shot ∀μ2026.060.0397
DeepSplittingParadigm=Retrain per μ2026.060.296
DeepBSDEParadigm=Retrain per μ2026.060.297