MACHINE LEARNING QUANTUM ALGORITHM VALIDATOR

Patent №

US 11,620,569

Granted

2023-04-04

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16395743

The illustrative embodiments provide a method, system, and computer program product for validating quantum algorithms using a machine learning model. In an embodiment, a method includes receiving a training data set. In an embodiment, a method includes training, by a first processor, a machine learning model with the training data set for validation of quantum circuits. In an embodiment, a method includes generating, by the machine learning model, a set of rules for validation of quantum circuits.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06N 10/60G06N 5/025G06N 5/046G06N 10/20G06N 10/70G06N 10/80G06N 20/00

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Evolutionary computation0.89
Knowledge representation0.78
Natural language0.00
Speech0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 490060808

Assignors

GAMBETTA, JAY M., FARO SERTAGE, ISMAEL, MARTIN FERNANDEZ, FRANCISCO JOSE

On an employer assignment, the assignors are typically the inventors.

From the same owner

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