ResearchBenchmarksOperator Learning on Shaken Lattice Hamiltonian 0.1% noise 100 i.i.d. samples (test)Operator Learning on Shaken Lattice Hamiltonian 0.1% noise 100 i.i.d. samples (test)Follow0.1595Average Relative ErrorLinear-0.646924.79641510.2397515.683085May 23, 2025Evaluation resultsMethodMethodLinksAverage Relative ErrorStandard DeviationLinearProperties=unitary-awa...Properties=unitary-aware estimator2025.050.15950.0022UNOTraining samples=i.i.d.Training samples=i.i.d.2025.052.0931.143FNOTraining samples=i.i.d.Training samples=i.i.d.2025.057.9182.003DeepONetTraining samples=i.i.d.Training samples=i.i.d.2025.0520.3210.8