logo

For the Inventor, By the Inventor

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.

Patent No.:

US 12087407 B1

PDFFull Text
Date of Patent:
Sep. 10, 2024

Filed:

Mar. 06, 2020

Using machine learning for generating chemical product formulations

Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Vivek Gupta, Gurgaon, IN;

Shreeballav Sahoo, Bangalore, IN;

Amar Ratanlal Bafna, Palghar, IN;

Assignee:

ACCENTURE GLOBAL SOLUTIONS LIMITED, Dublin, IE;

Attorney:

Mannava & Kang, P.C.

Primary Examiner:

Lori A Clow

Assistant Examiner:

Emilie A Neulen

Int. Cl.
CPC ...
G16C 20/10 (2019.01); G06F 3/0482 (2013.01); G06F 18/2113 (2023.01); G06N 3/08 (2023.01); G06N 5/01 (2023.01); G06N 20/00 (2019.01); G16C 20/70 (2019.01); G16C 20/80 (2019.01);
U.S. Cl.
CPC ...
G16C 20/10 (2019.02); G06F 3/0482 (2013.01); G06F 18/2113 (2023.01); G06N 3/08 (2013.01); G06N 5/01 (2023.01); G06N 20/00 (2019.01); G16C 20/70 (2019.02); G16C 20/80 (2019.02);
Abstract

A chemical product formulation system automatically generates seed formulae from historic experiments data for the synthesis of a chemical product. Independent and dependent features are identified from the historic experiments data and feature importance scores are calculated using a supervised machine learning (ML) model. The feature importance scores are used to build data structures from which analytical rules are extracted. The analytical rules are further processed to derive the seed formulae which are user-editable. The intermediate formulae generated via user edits of the seed formulae are further validated and approved in order to be used as the final formulae which are employed for the synthesis of the chemical product.

Find Patent Forward Citations

Gupta, Vivek. (2024). Using machine learning for generating chemical product formulations (U.S. Patent No. 12087407). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12087407

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…