TLS-based optimization of stark tone tuning
Systems and techniques that facilitate TLS-based optimization of Stark tone tuning are provided. In various embodiments, a system can comprise a receiver component that can access a qubit topology. In various aspects, the system can further comprise an optimization component that can identify, based on a set of two-level-system, (TLS) frequency regions of the qubit topology, one or more Stark tone frequencies. In various instances, the system can further comprise an execution component that can apply, to a qubit lattice corresponding to the qubit topology, one or more Stark tones that have the one or more Stark tone frequencies, thereby eliminating frequency collisions in the qubit lattice.
1 . A system, comprising:
a processor that executes computer-executable components stored in a computer-readable memory, the computer-executable components comprising:
a receiver component that accesses a qubit topology;
an optimization component that identifies, based on a set of two-level-system (TLS) frequency regions of the qubit topology, one or more Stark tone frequencies; and
an execution component that:
applies, to a qubit lattice corresponding to the qubit topology, one or more Stark tones that have the one or more Stark tone frequencies; and
eliminates frequency collisions in the qubit lattice such that Stark tone tuning eliminates direct frequency collisions between neighboring qubits and also eliminates TLS frequency collisions for each individual qubit.
2 . The system of claim 1 , wherein the computer-executable components further comprise:
an execution component that applies, to a qubit lattice corresponding to the qubit topology, one or more Stark tones that have the one or more Stark tone frequencies, thereby eliminating frequency collisions in the qubit lattice.
3 . The system of claim 1 , wherein the computer-executable components further comprise:
a scanning component that identifies, via application of qubit relaxation spectroscopy to a qubit lattice corresponding to the qubit topology, the set of TLS frequency regions.
4 . The system of claim 1 , wherein the optimization component identifies the one or more Stark tone frequencies by executing an optimizer on a set of collision constraints, wherein the set of collision constraints include a set of TLS collision constraints that are based on the set of TLS frequency regions.
5 . The system of claim 4 , wherein the set of collision constraints further include a set of qubit-to-qubit collision constraints and a set of tone-to-qubit collision constraints.
6 . A computer-implemented method, comprising:
accessing, by a device operatively coupled to a processor, a qubit topology;
identifying, by the device and based on a set of two-level-system (TLS) frequency regions of the qubit topology, one or more Stark tone frequencies;
applying, by the device, and to a qubit lattice corresponding to the qubit topology, one or more Stark tones that have the one or more Stark tone frequencies; and
eliminating, by the device, frequency collisions in the qubit lattice such that Stark tone tuning eliminates direct frequency collisions between neighboring qubits and also eliminates TLS frequency collisions for each individual qubit.
7 . The computer-implemented method of claim 6 , further comprising:
identifying, by the device and via application of qubit relaxation spectroscopy to a qubit lattice corresponding to the qubit topology, the set of TLS frequency regions.
8 . The computer-implemented method of claim 6 , wherein the device identifies the one or more Stark tone frequencies by executing an optimizer on a set of collision constraints, wherein the set of collision constraints include a set of TLS collision constraints that are based on the set of TLS frequency regions.
9 . The computer-implemented method of claim 8 , wherein the set of collision constraints further include a set of qubit-to-qubit collision constraints and a set of tone-to-qubit collision constraints.
10 . A computer program product for facilitating TLS-based optimization of Stark tone tuning, the computer program product comprising a non-transitory computer-readable memory having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:
access a qubit topology;
identify, based on a set of two-level-system (TLS) frequency regions of the qubit topology, one or more Stark tone frequencies;
apply to a qubit lattice corresponding to the qubit topology, one or more Stark tones that have the one or more Stark tone frequencies; and
eliminate frequency collisions in the qubit lattice such that Stark tone tuning eliminates direct frequency collisions between neighboring qubits and also eliminates TLS frequency collisions for each individual qubit.
11 . The computer program product of claim 10 , wherein the program instructions are further executable to cause the processor to:
identify, via application of qubit relaxation spectroscopy to a qubit lattice corresponding to the qubit topology, the set of TLS frequency regions.
12 . The computer program product of claim 10 , wherein the processor identifies the one or more Stark tone frequencies by executing an optimizer on a set of collision constraints, wherein the set of collision constraints include a set of TLS collision constraints that are based on the set of TLS frequency regions.
13 . The computer program product of claim 12 , wherein the set of collision constraints further include a set of qubit-to-qubit collision constraints and a set of tone-to-qubit collision constraints.
14 . A device, comprising:
a processor that executes computer-executable components stored in a computer-readable memory, the computer-executable components comprising:
a scanning component that identifies, via qubit relaxation spectroscopy, a plurality of two-level-system (TLS) frequency regions associated with a qubit lattice, wherein the scanning component performs steps comprising:
sweeping operational frequency values of a defined qubit through a defined range of values, by applying one or more Stark tone frequencies to the defined qubit with varying amplitudes or varying durations, and the relaxation time of the defined qubit is measured and probed for one or more of the operational frequency values;
identifying one or more operational frequency intervals or ranges that cause the relaxation time of the defined qubit to decrease by a defined margin, wherein the relaxation time is decreased compared to another relaxation time prior to the identifying the one or more operational frequency intervals or ranges; and
marking such identified ones of the one or more operational frequency intervals or ranges as one or more TLS frequency regions of the defined qubit, wherein the one or more TLS frequency regions is comprised within a set of TLS frequency regions; and
an optimization component that calculates, based on the plurality of TLS frequency regions, at least one Stark tone frequency that prevents frequency collisions of the qubit lattice such that Stark tone tuning eliminates direct frequency collisions between neighboring qubits and also eliminates TLS frequency collisions for each individual qubit.
15 . The device of claim 14 , wherein the optimization component identifies at least one Stark shift that corresponds to the at least one Stark tone frequency, and wherein the computer-executable components further comprise:
an amplitude component that estimates at least one Stark tone amplitude that, in combination with the at least one Stark tone frequency, causes the at least one Stark shift.
16 . The device of claim 15 , wherein the computer-executable components further comprise:
an execution component that applies at least one Stark tone to the qubit lattice, according to the at least one Stark tone frequency and the at least one Stark tone amplitude.
17 . The device of claim 15 , wherein the optimization component calculates the at least one Stark tone frequency and the at least one Stark shift via an optimization engine that operates according to a plurality of collision constraints, wherein the plurality of collision constraints are based on the plurality of TLS frequency regions.
18 . The device of claim 17 , wherein the optimization engine implements mixed integer linear programming or mixed integer quadratic programming.
19 . A computer-implemented method, comprising:
identifying, by a system operatively coupled to a processor and via qubit relaxation spectroscopy, a plurality of two-level-system (TLS) frequency regions associated with a qubit lattice;
sweeping, by the system, operational frequency values of a defined qubit through a defined range of values, by applying one or more Stark tone frequencies to the defined qubit with varying amplitudes or varying durations, and the relaxation time of the defined qubit is measured and probed for one or more of the operational frequency values;
identifying, by the system, one or more operational frequency intervals or ranges that cause the relaxation time of the defined qubit to decrease by a defined margin, wherein the relaxation time is decreased compared to another relaxation time prior to the identifying the one or more operational frequency intervals or ranges;
mark such identified ones of the one or more operational frequency intervals or ranges as one or more TLS frequency regions of the defined qubit, wherein the one or more TLS frequency regions is comprised within a set of TLS frequency regions; and
calculate, based on the plurality of TLS frequency regions, at least one Stark tone frequency that prevents frequency collisions of the qubit lattice such that Stark tone tuning eliminates direct frequency collisions between neighboring qubits and also eliminates TLS frequency collisions for each individual qubit.
20 . The computer-implemented method of claim 19 , wherein the at least one Stark tone frequency corresponds to at least one Stark shift, and further comprising:
estimating, by the system, at least one Stark tone amplitude that, in combination with the at least one Stark tone frequency, causes the at least one Stark shift.
21 . The computer-implemented method of claim 20 , further comprising:
applying, by the system, at least one Stark tone to the qubit lattice, according to the at least one Stark tone frequency and the at least one Stark tone amplitude.
22 . The computer-implemented method of claim 20 , wherein the system calculates the at least one Stark tone frequency and the at least one Stark shift via an optimization engine that operates according to a plurality of collision constraints, wherein the plurality of collision constraints are based on the plurality of TLS frequency regions.
23 . The computer-implemented method of claim 22 , wherein the optimization engine implements mixed integer linear programming or mixed integer quadratic programming.