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Continuous physical field prediction on SHIFT-Wing full-resolution
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33.97
MAE (ps)
R
33.842
34.706
35.57
36.434
May 9, 2026
MAE (ps)
MSE (ps)
L2_rel (ps)
MAE_w (ps)
MSE_w (ps)
L2_w (ps)
MAE (tau)
MSE (tau)
L2_rel (tau)
MAE_w (tau)
MSE_w (tau)
L2_w (tau)
MAE (pv)
MSE (pv)
L2_rel (pv)
MAE_w (pv)
MSE_w (pv)
L2_w (pv)
MAE (u)
MSE (u)
L2_rel (u)
MAE_w (u)
MSE_w (u)
L2_w (u)
Updated 22d ago
Evaluation Results
Method
Method
Links
MAE (ps)
MSE (ps)
L2_rel (ps)
MAE_w (ps)
MSE_w (ps)
L2_w (ps)
MAE (tau)
MSE (tau)
L2_rel (tau)
MAE_w (tau)
MSE_w (tau)
L2_w (tau)
MAE (pv)
MSE (pv)
L2_rel (pv)
MAE_w (pv)
MSE_w (pv)
L2_w (pv)
MAE (u)
MSE (u)
L2_rel (u)
MAE_w (u)
MSE_w (u)
L2_w (u)
R
Sampling strategy=Unif...
2026.05
33.97
6,970
34.6
39.81
7,671
36
1.483
9.824
18.9
1.134
19.6
17.71
69.43
43,613
84.3
31.68
2,085
19
17.47
1,219
43.7
1.076
22.94
1.89
M3
Sampling strategy=Mult...
2026.05
37.17
6,585
34.2
38.92
6,269
32.9
1.485
9.833
18.91
1.13
19.54
17.68
67.66
35,936
78.4
18.23
720.4
11
15.49
997.4
39.5
0.3259
1.146
0.404
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