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:
Jan. 02, 2024
Filed:
Mar. 26, 2020
Applicant:
David Hurwitz, Rockville, MD (US);
Inventor:
David Hurwitz, Rockville, MD (US);
Assignee:
Primary Examiner:
Int. Cl.
CPC ...
G01N 23/20 (2018.01); G06N 3/02 (2006.01); G06N 3/084 (2023.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G01N 23/20 (2013.01); G06N 3/02 (2013.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01); G01N 2223/0566 (2013.01); G01N 2223/345 (2013.01);
Abstract
Atomic position data may be obtained from x-ray diffraction data. The x-ray diffraction data for a sample may be squared and/or otherwise operated on to obtain input data for a neural network. The input data may be input to a trained convolutional neural network. The convolutional neural network may have been trained based on pairs of known atomic structures and corresponding neural network inputs. For the neural network input corresponding to the sample and input to the trained convolutional neural network, the convolutional neural network may obtain an atomic structure corresponding to the sample.