Solving Navier-Stokes equations on Navier–Stokes flow past a cylinder (val) benchmark leaderboard · SOTA2 Research

Solving Navier-Stokes equations on Navier–Stokes flow past a cylinder (val)

0.343Error u (E0u)AL-PINNs

Evaluation Results

Method	Links
AL-PINNs2026.04		0.343	0.35	0.004	0.005	0.142	0.875	0.012
hPINN (pen.)2026.04		0.35	0.304	0.004	0.004	0.165	0.758	0.02
PINNs2026.04		0.395	0.395	0.018	0.019	0.159	0.977	0.01
PINNs+Ineq. (fixed)2026.04		0.395	0.391	0.02	0.019	0.154	0.977	0.011
DC-PINNs2026.04		0.395	0.391	0.018	0.016	0.153	0.977	0.01