公开(公告)号：US20250036993A1

公开(公告)日：2025-01-30

申请号：US18673709

申请日：2024-05-24

Applicant: SRI International

Inventor： Adam Derek Cobb ,  Susmit Kumar Jha

IPC: G06N10/20 ,  G06N10/40

Abstract: In an example, a method for training a machine learning model to transpile quantum circuits includes generating, by a quantum circuit generator, a first plurality of quantum circuits according to a general quantum circuit design language, wherein each of the first plurality of quantum circuits comprises a sequence of instructions comprising one or more gates and one or more gate operations; obtaining a second plurality of quantum circuits, wherein each of the second plurality of quantum circuits is transpiled for a target quantum device from a corresponding one of the first plurality of quantum circuits; and training, using the first plurality of quantum circuits and the second plurality of quantum circuits, a machine learning model to transpile a quantum circuit according to the general quantum circuit design language to a quantum circuit for the target quantum device.