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ResearchFormerly WizWand

PDE Solving on Poisson-Gauss (test)

0.86Relative L1 ErrorDRIFT-NET
-1.041611.794224.6337.4658Sep 29, 2025Nov 10, 2025Dec 22, 2025Feb 2, 2026Mar 16, 2026Apr 27, 2026Jun 8, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DRIFT-NETRollout=Closed-loop, Target Time=T*2025.090.86
scOTRollout=Closed-loop, Target Time=T*2025.090.87
TNO2026.061.03
TNO/HTNO (Best of ours)2026.061.03
FNORollout=Closed-loop, Target Time=T*2025.091.29
HTNO2026.061.3
GAOTofficial implementation=true, run_by=current_paper2026.061.39
U-NORollout=Closed-loop, Target Time=T*2025.091.76
U-Net-ConvNeXtRollout=Closed-loop, Target Time=T*2025.091.92
RIGNO-182026.062.26
FNO2026.062.27
RIGNO-122026.062.52
DSE2026.067.57
Geo-FNO2026.068.16
MGN2026.0630.9
HOGNN2026.0633.78
UPT2026.0648.4