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:
May. 11, 2021

Filed:

Oct. 20, 2020
Applicant:

Citrine Informatics, Inc., Redwood City, CA (US);

Inventors:

Julia Black Ling, Redwood City, CA (US);

Alexander Willem Anton van Grootel, San Francisco, CA (US);

Jason Stuart Koeller, Redwood City, CA (US);

James Samuel Peerless, Durham, NC (US);

Erin Melissa Tan Antono, San Francisco, CA (US);

Gregory Joseph Mulholland, San Francisco, CA (US);

Assignee:

CITRINE INFORMATICS, INC., Redwood City, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/10 (2012.01); G06N 20/00 (2019.01); G06Q 50/04 (2012.01); G06Q 10/06 (2012.01); G06Q 10/08 (2012.01);
U.S. Cl.
CPC ...
G06Q 10/101 (2013.01); G06N 20/00 (2019.01); G06Q 10/06375 (2013.01); G06Q 10/06395 (2013.01); G06Q 10/087 (2013.01); G06Q 50/04 (2013.01);
Abstract

A device generates a capability map. The device receives one or more design spaces from a materials supplier, the one or more design spaces including candidate components and capabilities of tools available to the materials supplier. The device inputs a design space of the one or more design spaces into a machine learning model, the training data including a plurality of components including input materials and/or chemicals, and, for respective combinations of the plurality of components, a plurality of respective performance properties. The device receives as output from the model a capability map of the materials supplier storing possible combinations of performance properties and a respective difficulty of developing a composition with that combination of performance properties. The device outputs a user interface for display to a user indicating data of the capability map.


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