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Compared to general quantum states, the sparse states arise more frequently in the field of quantum computation. In this work, we consider the preparation for n-qubit sparse quantum states with s non-zero amplitudes and propose two algorithms. The first algorithm uses O (ns/ n + n) gates, improving upon previous methods by O (n). We further establish a matching lower bound for any algorithm which is not amplitude-aware and employs at most poly (n) ancillary qubits. The second algorithm is tailored for binary strings that exhibit a short Hamiltonian path. An application is the preparation of U (1) -invariant state with k down-spins in a chain of length n, including Bethe states, for which our algorithm constructs a circuit of size O (nk n). This surpasses previous results by O (n/ n) and is close to the lower bound O (nk). Both the two algorithms shrink the existing gap theoretically and provide increasing advantages numerically.
Mao et al. (Sun,) studied this question.