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PDE Solving on Helmholtz 1d (test)

0.0217Relative MSE

Neural Solver

Updated 4d ago

Evaluation Results

Method	Links
Neural Solver 2024.10		0.0217
Neural Solver 2024.10		0.0241
MLP + basis 2024.10		0.0466
MLP + basis 2024.10		0.0526
PPINNs 2024.10		0.833
PINNS-multi-opt 2024.10		0.847
PI-DeepONet 2024.10		0.979
PI-DeepONet 2024.10		0.981
PO-DeepONet 2024.10		0.983
PO-DeepONet 2024.10		0.984
PINNs+L-BFGS 2024.10		0.986
PPINNs 2024.10		0.989
P2INNs 2024.10		0.99
PINO 2024.10		0.995
PINO 2024.10		0.999