ResearchTasksInverse-problem estimationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedEuler equations 5% noisePINN1.021Estimated k Value4Jun 18, 2026Euler equations No noisePI-HPQNN1Estimated k4Jun 18, 2026Burgers equation 5% noisePI-HPQNN1.78Relative Viscosity Error4Jun 18, 2026Burgers equation No noisePINN2.6Relative Viscosity Error4Jun 18, 2026