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:
Mar. 30, 2021
Filed:
Jun. 02, 2017
Applicant:
Brown University, Providence, RI (US);
Inventors:
Maziar Raissi, Bethesda, MD (US);
Paris Perdikaris, Providence, RI (US);
George E. Karniadakis, Newton, MA (US);
Assignee:
Brown University, Providence, RI (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/13 (2006.01); G06N 7/00 (2006.01); G06F 30/27 (2020.01); G06K 9/62 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06F 17/13 (2013.01); G06F 30/27 (2020.01); G06K 9/6265 (2013.01); G06N 7/005 (2013.01); G06N 20/10 (2019.01);
Abstract
A method for analyzing an object includes modeling the object with a differential equation, such as a linear partial differential equation (PDE), and sampling data associated with the differential equation. The method uses a probability distribution device to obtain the solution to the differential equation. The method eliminates use of discretization of the differential equation.