Solving heat conduction equations on Heat conduction problem 4.1 epsilon=0.10
3.1Relative L2 ErrorW-PINN
Evaluation results
| Method | Links | |
|---|---|---|
| W-PINNNI=1000, NB=2000, NR=20000, Avg. Training Time=16.28 min2026.04 | 3.1 | |
| MMPINNNI=7000, NB=14000, NR=2000002026.04 | 8.46 | |
| AW-PINNNI=1000, NB=2000, NR=20000, Avg. Training Time=25.52 min2026.04 | 8.86 | |
| Baseline PINNNI=5000, NB=10000, NR=1000002026.04 | 9.61 |