CPC G06N 10/00 (2019.01) [G06F 17/18 (2013.01); G06N 10/70 (2022.01)] | 22 Claims |
1. A computer system for identifying coherent error or evolution of interest, the computer system comprising:
at least one processor; and
a memory storing at least one program for execution by the at least one processor, the at least one program comprising instructions for:
(A) for a respective value for n that is a positive integer, performing an outer procedure comprising:
for each respective state in a plurality of states, wherein the plurality of states is sufficient to represent all coherent error or evolution of interest in a quantum system, performing an inner procedure comprising:
(i) creating a copy of the respective state using randomized compiling, wherein the respective state entangles n qudits of the quantum system; and
(ii) obtaining one or more measurements of the n qudits in a measurement basis that corresponds to the plurality of states;
(B) forming a respective outcome bit string for the respective state from each measurement of each qudit in the n qudits;
(C) repeating (A) and (B) a number of times thereby obtaining a corresponding plurality of outcome bit strings for each respective state in the plurality of states;
(D) determining an error rate for each respective state using the corresponding plurality of outcome bit strings for the respective state for the respective value n;
(E) repeating (A) through (D) for each different n drawn from a plurality of positive integers thereby determining an error rate for each respective state for each respective value n in a plurality of values n;
(F) for each respective state S in the plurality of states, fitting the error rate for each respective value n in a plurality of values n obtained for the respective state to a corresponding quadratic function in which the error rate is the dependent variable and n is the independent variable; and
(G) using at least the coefficient for the highest term in each corresponding quadratic function of each respective state to quantify a parameter of the coherent error or evolution of interest.
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