PDE solving on 1D consolidation (case)
0.0062Mean TimeModel 4 (Cv Trunk + Fourier)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Model 4 (Cv Trunk + Fourier)Architecture=Cv Trunk + Fourier feature-enhanced DeepONet2025.07 | 0.0062 | 0.0017 | |
| Model 3 (Cv Trunk)Architecture=Cv Trunk DeepONet2025.07 | 0.0068 | 0.0019 | |
| Model 1 (Standard)Architecture=Standard DeepONet2025.07 | 0.0071 | 0.0028 | |
| Model 2 (Cv Branch)Architecture=Cv Branch DeepONet2025.07 | 0.0082 | 0.0032 | |
| Implicit solver (BDF)Type=Numerical Solver, Method=Backward Differentiation Formula (BDF)2025.07 | 0.0112 | 0.001 | |
| Explicit solver (RK45)Type=Numerical Solver, Method=Runge-Kutta 4(5)2025.07 | 0.713 | 0.1141 |