Quantum measurement emulation error mitigation protocol for quantum computing
Systems and methods for performing open-loop quantum error mitigation using quantum measurement emulations are provided. The open-loop quantum error mitigation methods do not require the performance of state readouts or state tomography, reducing hardware requirements and increasing overall computation speed. To perform a quantum measurement emulation, an error mitigation apparatus is configured to stochastically apply a quantum gate to a qubit or set of qubits during a quantum computational process. The stochastic application of the quantum gate projects the quantum state of the affected qubits onto an axis, reducing a trace distance between the quantum state and a desired quantum state.
1. A quantum information processing system comprising:
a quantum computer including a first qubit; and
an apparatus coupled to the first qubit and configured to perform quantum error mitigation on a quantum state stored in the first qubit by:
stochastically determining, with a predetermined probability, whether to apply a quantum gate to the quantum state stored in the first qubit; and
in response to determining to apply the quantum gate to the quantum state stored in the first qubit, generating and transmitting instructions to cause application of the quantum gate to the quantum state stored in the first qubit;
wherein the quantum computer is configured to, in response to receiving the instructions from the apparatus, alter the quantum state stored in the first qubit by applying the quantum gate to the quantum state stored in the first qubit to perform a quantum operation on the quantum state stored in the first qubit.
2. The quantum information processing system of claim 1 , wherein the first qubit is a superconducting qubit.
3. The quantum information processing system of claim 1 , wherein the predetermined probability is 0.5.
4. The quantum information processing system of claim 1 , wherein the apparatus stochastically determines whether to apply the quantum gate using a random number generator.
5. The quantum information processing system of claim 1 , further comprising a second qubit of the quantum computer coupled to the first qubit, wherein the apparatus is coupled to the second qubit and further configured to:
stochastically determine whether to apply the quantum gate to the quantum state stored in the first qubit and to a quantum state stored in the second qubit; and
in response to determining to apply the quantum gate to the quantum state stored in the first qubit and to the quantum state stored in the second qubit, generating and transmitting instructions to cause application of the quantum gate to the quantum states stored in the first and second qubits;
wherein the quantum computer is further configured to, in response to receiving the instructions from the apparatus, alter the quantum states stored in the first and second qubits by applying the quantum gate to the quantum states stored in the first qubit and the second qubit to perform a quantum operation on the quantum states stored in the first and second qubits.
6. The quantum information processing system of claim 1 , wherein the quantum computer is further configured to apply the quantum gate to the quantum state stored in the first qubit by generating a stimulus signal to be applied to the quantum state stored in the first qubit.
7. A method of performing quantum error mitigation, the method comprising:
stochastically determining, with a predetermined probability, whether to apply a quantum gate to a quantum state stored in a first qubit;
in response to determining to apply the quantum gate, generating and transmitting instructions, using an apparatus coupled to a quantum computer including the first qubit, to cause application of the quantum gate; and
applying, using the quantum computer, the quantum gate to the quantum state and altering the quantum state stored in the first qubit to perform a quantum operation on the quantum state stored in the first qubit.
8. The method of claim 7 , further comprising:
stochastically determining, with a predetermined probability, whether to apply the quantum gate to a quantum state stored in a second qubit of the quantum computer coupled to the first qubit; and
in response to determining to apply the quantum gate to the quantum state stored in the first qubit and to the quantum state stored in the second qubit, generating and transmitting instructions to cause application of the quantum gate to the quantum states stored in the first and second qubits; and
altering the quantum states stored in the first and second qubits by applying the quantum gate to the quantum states stored in the first qubit and the second qubit to perform a quantum operation on the quantum states stored in the first and second qubits.
9. The method of claim 8 , further comprising, before stochastically determining whether to apply the quantum gate to the quantum states stored in the first qubit and the second qubit, applying an arbitrary quantum gate to the quantum states stored in the first qubit and the second qubit.
10. The method of claim 7 , wherein stochastically determining whether to apply the quantum gate to the quantum state stored in the first qubit comprises using a random number generator.
11. The method of claim 7 , wherein stochastically determining whether to apply the quantum gate to the quantum state stored in the first qubit with the predetermined probability comprises stochastically determining whether to apply the quantum gate with a probability of 0.5.
12. The method of claim 7 , wherein applying the quantum gate to the quantum state stored in the first qubit comprises applying a quantum gate configured to perform a rotation of π radians.
13. The method of claim 7 , wherein the first qubit is a superconducting qubit and applying the quantum gate to the quantum state stored in the first qubit comprises applying a microwave signal to the first qubit.
14. A computer-readable storage medium encoded with computer-executable instructions that, when executed by a computer, cause the computer to carry out a method of quantum error mitigation, the method comprising:
stochastically determining, with a predetermined probability, whether to apply a quantum gate to a quantum state stored in a first qubit of a quantum computer; and
in response to determining to apply the quantum gate to the quantum state stored in the first qubit, generating and transmitting instructions to cause application of the quantum gate to the quantum state stored in the first qubit by the quantum computer,
wherein the generated and transmitted instructions are configured to cause the quantum computer to alter the quantum state stored in the first qubit by applying the quantum gate to the quantum state stored in the first qubit to perform a quantum operation on the quantum state stored in the first qubit.
15. The computer-readable storage medium of claim 14 , wherein the method further comprises:
stochastically determining, with a predetermined probability, whether to apply the quantum gate to a quantum state stored in a second qubit of the quantum computer coupled to the first qubit; and
in response to determining to apply the quantum gate to the quantum state stored in the second qubit, generating and transmitting instructions to cause application of the quantum gate to the quantum state stored in the second qubit by the quantum computer,
wherein the generated and transmitted instructions are configured to cause the quantum computer to alter the quantum state stored in the second qubit by applying the quantum gate to the quantum state stored in the second qubit to perform a quantum operation on the quantum state stored in the second qubit.
16. The computer-readable storage medium of claim 15 , the method further comprising, before stochastically determining whether to apply the quantum gate to the quantum states stored in the first qubit and the second qubit, applying an arbitrary quantum gate to the quantum states stored in the first qubit and the second qubit.
17. The computer-readable storage medium of claim 14 , wherein stochastically determining whether to apply the quantum gate to the quantum state stored in the first qubit comprises using a random number generator.
18. The computer-readable storage medium of claim 14 , wherein stochastically determining whether to apply the quantum gate to the quantum state stored in the first qubit with the predetermined probability comprises stochastically determining whether to apply the quantum gate with a probability of 0.5.
19. The computer-readable storage medium of claim 14 , wherein applying the quantum gate to the quantum state stored in the first qubit comprises applying a quantum gate configured to perform a rotation of 7 C radians.
20. The computer-readable storage medium of claim 14 , wherein the first qubit is a superconducting qubit and applying the quantum gate to the quantum state stored in the first qubit comprises applying a microwave signal to the first qubit.