March 7, 2024, 5:42 a.m. | Yin Mo, Lei Zhang, Yu-Ao Chen, Yingjian Liu, Tengxiang Lin, Xin Wang

cs.LG updates on arXiv.org arxiv.org

arXiv:2403.03761v1 Announce Type: cross
Abstract: Quantum comb is an essential tool for characterizing complex quantum protocols in quantum information processing. In this work, we introduce PQComb, a framework leveraging parameterized quantum circuits to explore the capabilities of quantum combs for general quantum process transformation tasks and beyond. By optimizing PQComb for time-reversal simulations of unknown unitary evolutions, we develop a simpler protocol for unknown qubit unitary inversion that reduces the ancilla qubit overhead from 6 to 3 compared to the …

abstract arxiv beyond capabilities cs.it cs.lg explore framework general information math.it operations process processing quant-ph quantum qubit tasks tool transformation type work

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