ResearchBenchmarksOperator Learning on Harmonic Oscillator Hamiltonian 0.1% noise 100 i.i.d. samples (test)Operator Learning on Harmonic Oscillator Hamiltonian 0.1% noise 100 i.i.d. samples (test)Follow0.0016Average Relative ErrorLinear-0.0047580.0381450.0810490.123953May 23, 2025Evaluation resultsMethodMethodLinksAverage Relative ErrorStandard DeviationLinearProperties=unitary-awa...Properties=unitary-aware estimator2025.050.00160FNOTraining samples=i.i.d.Training samples=i.i.d.2025.050.04250.0216UNOTraining samples=i.i.d.Training samples=i.i.d.2025.050.10050.0233DeepONetTraining samples=i.i.d.Training samples=i.i.d.2025.050.16050.0976