ResearchBenchmarksOperator Learning on Free Hamiltonian 0.1% noise 100 i.i.d. samples (test)Follow0.1595Avg Relative ErrorLinear-0.466923.7614157.9897512.218085May 23, 2025Evaluation ResultsMethodMethodLinksAvg Relative ErrorStd Dev of ErrorLinearProperties=unitary-awa...Properties=unitary-aware estimator2025.050.15950.0017UNOTraining samples=i.i.d.Training samples=i.i.d.2025.051.3980.8162FNOTraining samples=i.i.d.Training samples=i.i.d.2025.051.651.094DeepONetTraining samples=i.i.d.Training samples=i.i.d.2025.0515.828.435