The Boeing Company
MACHINE LEARNING NETWORK FOR SCREENING QUANTUM DEVICES

Abstract:

A method, apparatus, system, and computer program product for screening quantum devices. A computer system sends features extracted from an image of a quantum device into a classification neural network. The classification neural network is configured to identify a set of characteristics for the quantum device from a group of mutually exclusive characteristics based on the features identified in the image of the quantum device and output the set of characteristics identified for the quantum device. The computer system receives the set of characteristics identified by the classification neural network for the quantum devices. The set of characteristics indicates whether the quantum devices will function as desired.