ResearchTasksMesh-based physics simulationMesh-based physics simulationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedAnalytic Mesh Physics Resolution shiftMeshFT-Net0.051TSMSE7May 4, 2026Analytic Mesh Physics Wave speed shiftMGN-HP0.59TSMSE7May 4, 2026Analytic Mesh Physics Frequency shiftMeshFT-Net0.18TSMSE7May 4, 20262D plane-wave on regular grids (held-out val)MeshFT-Net1.3One-step MSE4May 4, 2026Analytic plane-wave on periodic Delaunay triangulations (val)MGN1.2MSE4May 4, 2026Analytic Plane-Wave (Rayleigh-damped) held-out (val)MeshFT-Net1.2One-step MSE4May 4, 2026