Solving heat conduction equations on Heat conduction problem 4.1 (epsilon=0.11)
2.44Relative L2 ErrorMMPINN
Evaluation results
| Method | Links | |
|---|---|---|
| MMPINNNI=4000, NB=8000, NR=100000, Avg. Training Time=208.36 min2026.04 | 2.44 | |
| W-PINNNI=1000, NB=2000, NR=20000, Avg. Training Time=16.79 min2026.04 | 3.11 | |
| AW-PINNNI=1000, NB=2000, NR=20000, Avg. Training Time=24.14 min2026.04 | 8.15 | |
| Baseline PINNNI=5000, NB=10000, NR=500002026.04 | 9.13 |