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PDE Simulation on High-dimensional Heat Equation 10-dimensional (average)
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0.0001
MAE (average)
STDE
0.000031
0.000296
0.000561
0.000826
Nov 27, 2024
MAE (average)
MAE (t=0)
MAE (t=0.5)
MAE (t=1)
MAPE (t=0)
MAPE (t=0.5)
MAPE (t=1)
MAPE (average)
Speed
Memory Usage
Updated 3mo ago
Evaluation Results
Method
Method
Links
MAE (average)
MAE (t=0)
MAE (t=0.5)
MAE (t=1)
MAPE (t=0)
MAPE (t=0.5)
MAPE (t=1)
MAPE (average)
Speed
Memory Usage
STDE
SDGD sampled dimension...
2024.11
0.0001
-
-
-
-
-
-
-
-
-
Backward mode SDGD
Framework=JAX, SDGD sa...
2024.11
0.0001
-
-
-
-
-
-
-
-
-
Backward mode SDGD
Framework=PyTorch, SDG...
2024.11
0.0011
-
-
-
-
-
-
-
-
-
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