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.

Date of Patent:
Mar. 28, 2023

Filed:

Apr. 07, 2020
Applicant:

Landmark Graphics Corporation, Houston, TX (US);

Inventors:

Samiran Roy, Bengaluru, IN;

Soumi Chaki, Karnataka, IN;

Sridharan Vallabhaneni, Kamataka, IN;

Assignee:

Landmark Graphics Corporation, Houston, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01V 1/48 (2006.01); G01V 1/36 (2006.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06V 10/70 (2022.01); G06V 10/82 (2022.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G01V 1/48 (2013.01); G01V 1/362 (2013.01); G06F 18/2163 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06V 10/70 (2022.01); G06V 10/82 (2022.01); G01V 2210/514 (2013.01);
Abstract

Optimizing seismic to depth conversion to enhance subsurface operations including measuring seismic data in a subsurface formation, dividing the subsurface formation into a training area and a study area, dividing the seismic data into training seismic data and study seismic data, wherein the training seismic data corresponds to the training area, and wherein the study seismic data corresponds to the study area, calculating target depth data corresponding to the training area, training a machine learning model using training inputs and training targets, wherein the training inputs comprise the training seismic data, and wherein the training targets comprise the target depth data, computing, by the machine learning model, output depth data corresponding to the study area based at least in part on the study seismic data; and modifying one or more subsurface operations corresponding to the study area based at least in part on the output depth data.


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