The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 02, 2026

Filed:

Sep. 03, 2020
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Yuezhen Niu, El Segundo, CA (US);

Vadim Smelyanskiy, Mountain View, CA (US);

Sergio Boixo Castrillo, Rancho Palos Verdes, CA (US);

Paul Victor Klimov, Santa Barbara, CA (US);

Assignee:

GOOGLE LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 10/20 (2022.01); G06F 18/214 (2023.01); G06N 3/08 (2023.01); H10N 60/80 (2023.01);
U.S. Cl.
CPC ...
G06N 10/20 (2022.01); G06F 18/214 (2023.01); G06N 3/08 (2013.01); H10N 60/805 (2023.02);
Abstract

Example aspects of the present disclosure provide systems and methods to learn machine-learned model parameters for models of quantum computing systems. In particular, example aspects of the present disclosure are directed to systems and methods to learn a deep neural network configured to predict parameter values for a physical model that models quantum dynamics of interactions between one or more qubits of a quantum gate and one or more two-level-system (TLS) defects during operation of the quantum gate through use of an evolutionary algorithm.


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