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ResearchFormerly WizWand

High-Dimensional PDE Solving on BZ Burgers

0.2129RL2 ErrorFS-PINNs
-6.75596440.28386887.3237134.363532May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FS-PINNsConstraint=Hard constraint2026.050.2129
Un-EM-BSDEConstraint=Hard constraint2026.050.2279
ShotgunConstraint=Hard constraint2026.050.2383
Heun-BSDEConstraint=Hard constraint2026.051.1885
EM-BSDEConstraint=Hard constraint2026.051.1912
Multi-Shot EM-BSDEConstraint=Hard constraint2026.051.1952
Un-EM-BSDEConstraint=Soft constraint2026.055.1778
Multi-Shot EM-BSDEConstraint=Soft constraint2026.055.3379
EM-BSDEConstraint=Soft constraint2026.055.3633
Heun-BSDEConstraint=Soft constraint2026.056.1697
ShotgunConstraint=Soft constraint2026.0586.5295
FS-PINNsConstraint=Soft constraint2026.05174.4345