Here is one example of exponential speedup. It is to find eigenvalues and eigenvectors of a local Hamiltonian using the quantum fast Fourier transform Daniel S. Abrams, Seth Lloyd, A quantum algorithm providing exponential speed increase for finding eigenvalues and eigenvectors.

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