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Velocity and Pressure Prediction on Aneurysm 28.4% Deformation (test)

0.003Velocity Relative L2 Error

RFF

Updated 5d ago

Evaluation Results

Method	Links
RFF 2025.08		0.003	0.209
Δ-PINN 2025.08		0.003	0.133
RAR-D 2025.08		0.004	0.161
Baseline non-dim 2025.08		0.005	0.105
JacobiNet + RFF 2025.08		0.005	0.115
JacobiNet + RFF 2025.08		0.005	0.14
JacobiNet + RFF 2025.08		0.005	0.154
Grad Norm 2025.08		0.006	0.114
JacobiNet 2025.08		0.006	0.095
JacobiNet + RFF 2025.08		0.006	0.132
JacobiNet 2025.08		0.007	0.114
JacobiNet + Grad Norm 2025.08		0.007	0.06
JacobiNet + Grad Norm 2025.08		0.007	0.097
JacobiNet + Grad Norm 2025.08		0.007	0.089
Δ-PINN 2025.08		0.008	0.359
JacobiNet 2025.08		0.008	0.184
JacobiNet + Grad Norm 2025.08		0.008	0.193
Δ-PINN 2025.08		0.009	0.123
JacobiNet 2025.08		0.009	0.237
RFF 2025.08		0.01	0.561
Δ-PINN 2025.08		0.014	0.538
RFF 2025.08		0.017	0.864
RAR-D 2025.08		0.017	0.13
RFF 2025.08		0.018	0.778
RAR-D 2025.08		0.018	0.832
Baseline non-dim 2025.08		0.019	1.162
Baseline non-dim 2025.08		0.02	1.02
RAR-D 2025.08		0.021	0.963
Δ-PINN 2025.08		0.021	0.074
Grad Norm 2025.08		0.022	1.09
RFF 2025.08		0.022	0.171
RAR-D 2025.08		0.023	1.001
Baseline non-dim 2025.08		0.024	0.102
Grad Norm 2025.08		0.024	0.097
Baseline non-dim 2025.08		0.026	1.03
Grad Norm 2025.08		0.03	1.15
JacobiNet + Grad Norm 2025.08		0.032	0.059
JacobiNet 2025.08		0.033	0.055
JacobiNet + RFF 2025.08		0.034	0.047
Grad Norm 2025.08		0.039	1.14