Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
PDE Solving on NLRD 1d+time (test)
Loading...
0
Relative MSE
Ours
-0.030253
0.17413
0.378513
0.582896
Oct 9, 2024
Relative MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative MSE
Ours
Training Paradigm=Hybrid
2024.10
0
MLP + basis
Training Paradigm=Supe...
2024.10
0
PINO
Training Paradigm=Hybrid
2024.10
0.0001
MLP + basis
Learning Paradigm=Supe...
2024.10
0.0003
Neural Solver
Learning Paradigm=Neur...
2024.10
0.0003
PINO
Learning Paradigm=Hybrid
2024.10
0.0004
PI-DeepONet
Training Paradigm=Hybrid
2024.10
0.0788
PI-DeepONet
Learning Paradigm=Hybrid
2024.10
0.079
PPINNs
Learning Paradigm=Unsu...
2024.10
0.394
PO-DeepONet
Learning Paradigm=Unsu...
2024.10
0.41
PO-DeepONet
Training Paradigm=Unsu...
2024.10
0.418
PPINNs
Training Paradigm=Unsu...
2024.10
0.464
P2INNs
Learning Paradigm=Unsu...
2024.10
0.569
PINNs+L-BFGS
Learning Paradigm=Unsu...
2024.10
0.613
PINNS-multi-opt
Learning Paradigm=Unsu...
2024.10
0.757
Feedback
Search any
task
Search any
task