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most citedGeneralization Error Estimates of Machine Learning Methods for Solving High Dimensional Schrödinger Eigenvalue Problems

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Spectral Convergence of Random Feature Method in Multiple Dimensions

Pingbing Ming, Hao Yu

We first prove spectral convergence of the random feature method (RFM) for multidimensional targets in Sobolev, Gevrey, ultra-analytic, and bandlimited classes. The analysis establ…