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:
May. 04, 2021
Filed:
Aug. 07, 2018
Applicants:
Huseyin Denli, Basking Ridge, NJ (US);
Niranjan A. Subrahmanya, Mountain View, CA (US);
Inventors:
Huseyin Denli, Basking Ridge, NJ (US);
Niranjan A. Subrahmanya, Mountain View, CA (US);
Assignee:
ExxonMobil Upstream Research Company, Spring, TX (US);
Primary Examiner:
Int. Cl.
CPC ...
G01V 99/00 (2009.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G01V 7/06 (2006.01); G01V 1/30 (2006.01); G01V 1/28 (2006.01); G01V 3/38 (2006.01); G01V 11/00 (2006.01);
U.S. Cl.
CPC ...
G01V 99/005 (2013.01); G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G01V 1/282 (2013.01); G01V 1/306 (2013.01); G01V 3/38 (2013.01); G01V 7/06 (2013.01); G01V 11/00 (2013.01);
Abstract
A method including: storing, in a computer memory, geophysical data obtained from a survey of a subsurface region; and extracting, with a computer, a subsurface physical property model by processing the geophysical data with one or more convolutional neural networks, which are trained to relate the geophysical data to at least one subsurface physical property consistent with geological prior information.