ResearchBenchmarksSolving 2D Poisson equation on Poisson problem 4.2 (ε = 0.02) 1.0 (test)Solving 2D Poisson equation on Poisson problem 4.2 (ε = 0.02) 1.0 (test)Follow2.68Relative L2 ErrorAW-PINN2.39484.31996.2458.1701Apr 30, 2026Evaluation resultsMethodMethodLinksRelative L2 ErrorAW-PINNNB=4000, NR=10000, Avg...NB=4000, NR=10000, Avg. Training Time=6.41 min2026.042.68MMPINNNB=8000, NR=50000, Avg...NB=8000, NR=50000, Avg. Training Time=9.11 min2026.043.25W-PINNNB=4000, NR=15000, Avg...NB=4000, NR=15000, Avg. Training Time=4.21 min2026.049.81