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Benchmarks
Neural PDE Solving on Laser Heat
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17.6
MSE
DGNet
-364.896
2,216.952
4,798.8
7,380.648
Mar 2, 2026
MSE
RNE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
RNE
DGNet
Approach=discrete Gree...
2026.03
17.6
1.02
DGNet
Training Regime=limite...
2026.03
17.6
1.02
BENO
Training Regime=limite...
2026.03
1,950
10.71
DeepONet
Training Regime=limite...
2026.03
2,480
12.08
AMG (Harnessing)
Architecture=graph-bas...
2026.03
2,960
18.31
MP-PDE
Training Regime=limite...
2026.03
3,880
15.1
MGN
Training Regime=limite...
2026.03
4,980
17.11
Transolver
Architecture=Transform...
2026.03
5,720
17.85
PhyMPGN
Training Regime=limite...
2026.03
6,780
19.98
SINGER
Architecture=multi-sca...
2026.03
9,580
25.04
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