01610nas a2200157 4500008004100000245005000041210005000091260001300141490000800154520116900162100002401331700001901355700001901374700002201393856003701415 2023 eng d00aShadow process tomography of quantum channels0 aShadow process tomography of quantum channels c4/4/20230 v1073 a
Quantum process tomography is a critical capability for building quantum computers, enabling quantum networks, and understanding quantum sensors. Like quantum state tomography, the process tomography of an arbitrary quantum channel requires a number of measurements that scale exponentially in the number of quantum bits affected. However, the recent field of shadow tomography, applied to quantum states, has demonstrated the ability to extract key information about a state with only polynomially many measurements. In this work, we apply the concepts of shadow state tomography to the challenge of characterizing quantum processes. We make use of the Choi isomorphism to directly apply rigorous bounds from shadow state tomography to shadow process tomography, and we find additional bounds on the number of measurements that are unique to process tomography. Our results, which include algorithms for implementing shadow process tomography enable new techniques including evaluation of channel concatenation and the application of channels to shadows of quantum states. This provides a dramatic improvement for understanding large-scale quantum systems.
1 aKunjummen, Jonathan1 aTran, Minh, C.1 aCarney, Daniel1 aTaylor, Jacob, M. uhttps://arxiv.org/abs/2110.03629