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Chapter 5: Quantum gradient algorithm and vector input/output

Published in Society for Industrial and Applied Mathematics eBooks • Dec 17, 2025
Authors:
Giacomo Nannicini

Abstract

In this chapter we discuss a quantum algorithm to estimate the gradient of a multivariate function, given access to a quantum circuit to compute the function. The core of the algorithm is a multidimensional version of phase estimation. After introducing the quantum gradient algorithm, we discuss two...

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