ResearchBenchmarksOperator Learning on Random Hamiltonian 0.1% noise 100 i.i.d. samples (test)Follow0.0016Average Relative ErrorLinear-0.0049620.0392920.0835470.127802May 23, 2025Evaluation ResultsMethodMethodLinksAverage Relative ErrorStandard DeviationLinearProperties=unitary-awa...Properties=unitary-aware estimator2025.050.00160UNOTraining samples=i.i.d.Training samples=i.i.d.2025.050.01650.0073FNOTraining samples=i.i.d.Training samples=i.i.d.2025.050.01740.0099DeepONetTraining samples=i.i.d.Training samples=i.i.d.2025.050.16550.1102