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Parameterized Time-Dependent Allen-Cahn Equation Solving (100D)

0.0016Relative L1 ErrorDeepSplitting
0.0014470.0022090.002970.003731Jun 20, 2026

Evaluation results

MethodLinks
DeepSplittingParadigm=Retrain per μ2026.060.0016
DeepBSDEParadigm=Retrain per μ2026.060.0025
PRISM-SDGDParadigm=Zero-Shot ∀μ2026.060.0044
PRISM-STDEParadigm=Zero-Shot ∀μ2026.060.0044