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.:
Date of Patent:
Jul. 11, 2023
Filed:
May. 21, 2021
Fraunhofer Usa, Inc., Plymouth, MI (US);
University of Maryland, College Park, College Park, MD (US);
Rohan Reddy Mekala, Silver Spring, MD (US);
Matthias Muehle, Haslett, MI (US);
Adam Porter, Washington, DC (US);
Mikael Lindvall, Greenbelt, MD (US);
Michael Becker, East Lansing, MI (US);
FRAUNHOFER USA, INC., Plymouth, MA (US);
UNIVERSITY OF MARYLAND, COLLEGE PARK, College, MD (US);
Abstract
Disclosed herein are systems and methods for synthesizing a diamond using a diamond synthesis machine. A processor receives a plurality of images of a diamond during synthesis within a diamond synthesis machine, each of the plurality of images captured within a time period. The processor executes a diamond state prediction machine learning model using the plurality of images to obtain a predicted data object, the predicted data object indicating a predicted state of the diamond within the diamond synthesis machine at a time subsequent to the time period. The processor detects a predicted defect, a number of defects, defect types, and/or sub-features of such defects and/or other characteristics (e.g., a predicted shape, size, and/or other properties of predicted contours for the diamond and/or pocket holder) of the predicted state of the diamond. The processor adjusts operation of the diamond synthesis machine.