Quantum pulse optimization using machine learning
AssigneeInternational Business Machines Corporation
InventorsJay M. Gambetta, Ismael Faro Sertage, Paul Nation, Francisco Jose Martin Fernandez
Life of this patent
Estimating the term…
Abstract
Techniques for facilitating quantum pulse optimization using machine learning are provided. In one example, a system includes a classical processor and a quantum processor. The classical processor employs a quantum pulse optimizer to generate a quantum pulse based on a machine learning technique associated with one or more quantum computing processes. The quantum processor executes a quantum computing process based on the quantum pulse.
Claims20
A system, comprising:
- a classical processor that employs a quantum pulse optimizer to generate a quantum pulse based on a machine learning technique associated with one or more quantum computing processes;
- and
- a quantum processor that executes a quantum computing process based on the quantum pulse.
A computer-implemented method, comprising:
- optimizing, by a system operatively coupled to a processor, a quantum pulse based on a machine learning technique associated with one or more quantum computing processes to generate an optimized quantum pulse;
- and
- transmitting, by the system, the optimized quantum pulse to a quantum processor.
A computer program product for facilitating quantum pulse optimization using machine learning, 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:
- optimize, by the processor, a quantum pulse based on a machine learning technique and historical data associated with one or more quantum computing processes to generate an optimized quantum pulse;
- and
- transmit, by the processor, the optimized quantum pulse to a quantum processor.
Dependencies are inferred from the claim text.