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ResearchFormerly WizWand

Velocity and Pressure Prediction on Stenosis 51.2% Deformation (test)

0.4Velocity Relative L2 ErrorJacobiNet + RFF
-0.5766.01212.619.188Aug 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
JacobiNet + RFFReynolds number (Re)=1002025.080.41.1
∆-PINNReynolds number (Re)=1002025.080.81.2
JacobiNet + Grad NormReynolds number (Re)=1002025.080.91.7
JacobiNetReynolds number (Re)=1002025.081.11.6
JacobiNet + RFFReynolds number (Re)=10002025.081.40.6
RFFReynolds number (Re)=1002025.081.61.3
JacobiNet + RFFReynolds number (Re)=102025.081.72.1
RFFReynolds number (Re)=102025.0822.2
JacobiNet + Grad NormReynolds number (Re)=102025.082.22.4
JacobiNet + RFFReynolds number (Re)=3002025.082.53
RAR-DReynolds number (Re)=102025.082.73.9
JacobiNetReynolds number (Re)=102025.082.83.2
JacobiNet + RFFReynolds number (Re)=5002025.082.91.4
∆-PINNReynolds number (Re)=102025.083.32.1
Baseline non-dimReynolds number (Re)=102025.083.44.1
JacobiNetReynolds number (Re)=3002025.083.52.5
Grad NormReynolds number (Re)=102025.083.63.9
Baseline non-dimReynolds number (Re)=1002025.083.76.5
Grad NormReynolds number (Re)=3002025.084.75.4
Grad NormReynolds number (Re)=1002025.085.35.3
RAR-DReynolds number (Re)=1002025.085.35.1
JacobiNet + Grad NormReynolds number (Re)=3002025.085.73.4
JacobiNetReynolds number (Re)=5002025.085.82.9
∆-PINNReynolds number (Re)=3002025.086.73.2
JacobiNet + Grad NormReynolds number (Re)=10002025.087.92.5
JacobiNetReynolds number (Re)=10002025.088.33.1
JacobiNet + Grad NormReynolds number (Re)=5002025.088.94.3
RFFReynolds number (Re)=3002025.0812.25.8
RFFReynolds number (Re)=10002025.0814.26.2
RFFReynolds number (Re)=5002025.0814.36.8
∆-PINNReynolds number (Re)=5002025.0815.37.3
∆-PINNReynolds number (Re)=10002025.0817.28.4
RAR-DReynolds number (Re)=3002025.0817.69.6
RAR-DReynolds number (Re)=5002025.0817.89.7
RAR-DReynolds number (Re)=10002025.08198.9
Grad NormReynolds number (Re)=10002025.0820.39.7
Baseline non-dimReynolds number (Re)=10002025.08219.7
Baseline non-dimReynolds number (Re)=3002025.0822.511.6
Grad NormReynolds number (Re)=5002025.082310.6
Baseline non-dimReynolds number (Re)=5002025.0824.811