Phase-robust matched kernel acquisition for qubit state determination

1. A system, comprising:

a memory that stores computer executable components; and

a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise:

an output receiving component that receives, in response to a request, output representative of a quantum state of a qubit of a quantum computing device;

a classifying component that classifies the quantum state of the qubit of the quantum computing device based on the output representative of the quantum state of the qubit; and

a configuring component that configures the classifying component based on a characteristic of the request.

2. The system of claim 1 , wherein the request comprises a radio frequency signal having a phase, and the characteristic of the request comprises the phase of the radio frequency signal.

3. The system of claim 1 , wherein the configuring component configures the classifying component to:

transform the output based on the characteristic of the request, resulting in transformed output; and

classify the quantum state of the output, based on analysis of the transformed output.

4. The system of claim 3 , wherein the configuring component further selects a kernel based on the characteristic of the request, and wherein the configuring component configures the classifying component to employ the kernel to transform the output.

5. The system of claim 4 , wherein the classifying component comprises a support vector machine that employs the kernel to transform the output.

6. The system of claim 4 , further comprising a kernel generating component that generates the kernel that the configuring component selects to configure the classifying component.

7. The system of claim 6 , wherein the kernel generating component further determines that the output comprises a signal having a constant amplitude sine wave.

8. The system of claim 6 , wherein the kernel generating component generates the kernel further based on a sample output of the qubit in response to a sample request having a sample characteristic.

9. The system of claim 8 , wherein the kernel generating component generates the kernel based on the sample output of the qubit by transforming a sample kernel generated based on the sample request having the sample characteristic to a new kernel for the request.

10. The system of claim 8 , wherein the kernel generating component generates the kernel further based on a sine interpolation of the sample output and another sample output having another sample characteristic.

11. A computer-implemented method, comprising:

receiving, by a system operatively coupled to a processor, in response to a request, output representative of a quantum state of a qubit of a quantum computing device;

classifying, by the system, the quantum state of the qubit of the quantum computing device based on the output representative of the quantum state of the qubit; and

configuring, by the system, the classifying the quantum state based on a characteristic of the request.

12. The method of claim 11 , wherein the configuring comprises retrieving a kernel from a field programmable gate array, and wherein the classifying the quantum state comprises classifying the quantum state based on the kernel.

13. The method of claim 11 , wherein the classifying the quantum state comprises:

transforming, by the system, the output based on the configuring the classifying the quantum state based on the characteristic of the request, resulting in transformed output; and

classifying, by the system, the quantum state of the output, based on analysis of the transformed output.

14. The method of claim 13 , further comprising selecting, by the system, a kernel based on the characteristic of the request, and wherein the transforming the output is based on the kernel.

15. The method of claim 14 , wherein the transforming the output is based on a support vector machine employing the kernel.

16. The method of claim 14 , further comprising generating the kernel that is selected for the transforming the output by transforming a sample kernel generated based on a sample request having a sample characteristic to a new kernel for the request.

17. A computer program product facilitating determining a quantum state of a qubit, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:

receive, by the processor, in response to a request, output representative of a quantum state of the qubit of a quantum computing device;

classify, by the processor, the quantum state of the qubit of the quantum computing device based on the output representative of the quantum state of the qubit; and

configure, by the processor, the classifying based on a characteristic of the request.

18. The computer program product of claim 17 , wherein the request comprises a radio frequency signal having a phase, and the characteristic of the request comprises the phase of the radio frequency signal.

19. The computer program product of claim 17 , wherein the operations to classify the quantum state comprise operations to:

transform, by the processor, the output based on the configuring the classifying the quantum state based on the characteristic of the request, resulting in transformed output; and

classify, by the processor, the quantum state of the output, based on analysis of the transformed output.

20. The computer program product of claim 19 , further comprising selecting, by the processor, a kernel based on the characteristic of the request, and wherein the transforming the output is based on the kernel.