Solving heat conduction equations on Heat conduction problem epsilon=0.12 4.1
1.71Relative L2-ErrorMMPINN
Evaluation results
| Method | Links | |
|---|---|---|
| MMPINNNI=3000, NB=6000, NR=90000, Avg. Training Time=91.21 min2026.04 | 1.71 | |
| AW-PINNNI=1000, NB=2000, NR=20000, Avg. Training Time=24.83 min2026.04 | 3.52 | |
| W-PINNNI=1000, NB=2000, NR=20000, Avg. Training Time=15.35 min2026.04 | 4.05 | |
| Baseline PINNNI=5000, NB=10000, NR=500002026.04 | 8.1 |