ResearchBenchmarksPhysics-Informed Machine Learning on Convection (test)Physics-Informed Machine Learning on Convection (test)Follow2.76Density Residual RdOurs-Sob.2.73482.90493.0753.2451May 25, 2026Evaluation resultsMethodMethodLinksDensity Residual RdDensity Residual RpDensity Residual RicDensity Residual RbTotal Test Residual (Density)Ours-Sob.Training Iterations=40kTraining Iterations=40k2026.052.762.713.241.175.61NTK-60kTraining Iterations=60kTraining Iterations=60k2026.053.391.213.132.791.3