Efficient conversion from MPO/MPS descriptions to shallow channel circuits
Develop an efficient algorithm that, given either (i) a one-dimensional mixed quantum state specified by a matrix product operator (MPO) representation with constant bond dimension or (ii) a one-dimensional quantum state with constant fidelity to a matrix product state (MPS) whose bond dimension scales polynomially with system size, constructs an explicit shallow local channel circuit that generates the state.
References
However, it remains unclear how to efficiently convert such descriptions into explicit shallow channel circuits that generate the states.
— Learning and Generating Mixed States Prepared by Shallow Channel Circuits
(2604.01197 - Hu et al., 1 Apr 2026) in Section 1.3 (Related works)