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

0.0036Relative L1 ErrorDeepSplitting
0.0012380.0174540.033670.049886Jun 20, 2026

Evaluation results

MethodLinks
DeepSplittingParadigm=Retrain per μ2026.060.0036
DeepBSDEParadigm=Retrain per μ2026.060.0046
PRISM-SDGDParadigm=Zero-Shot ∀μ2026.060.0631
PRISM-STDEParadigm=Zero-Shot ∀μ2026.060.0637