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:
Sep. 09, 2025

Filed:

Sep. 08, 2020
Applicant:

Landmark Graphics Corporation, Houston, TX (US);

Inventors:

Yevgeniy Zagayevskiy, Houston, TX (US);

Shohreh Amini, Houston, TX (US);

Srinath Madasu, Houston, TX (US);

Zhi Chai, Houston, TX (US);

Azor Nwachukwu, Houston, TX (US);

Assignee:

Landmark Graphics Corporation, Houston, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
E21B 43/00 (2006.01); E21B 21/08 (2006.01); E21B 47/003 (2012.01); G01V 20/00 (2024.01); G06F 18/20 (2023.01); G06F 30/27 (2020.01); G06F 113/08 (2020.01);
U.S. Cl.
CPC ...
E21B 43/00 (2013.01); E21B 21/08 (2013.01); E21B 47/003 (2020.05); G01V 20/00 (2024.01); G06F 18/29 (2023.01); G06F 30/27 (2020.01); E21B 2200/20 (2020.05); G01V 2210/665 (2013.01); G06F 2113/08 (2020.01);
Abstract

An apparatus used to generate forecasts from a high-dimensional parameter data space. The apparatus comprising a reservoir model and a flow simulator module. The reservoir model comprising a plurality input variables, output variables, and at least one algorithmic model. The input variables and output variables are generated by the flow simulator module and variables from a formation and reservoir properties database and a field production database. The flow simulator module generates the at least one algorithmic model and the output variables using at least one selected from a group comprising a full-physics flow simulator, proxy flow simulator for assisted history matching, and a proxy flow simulator for field development optimization. The full-physics flow simulator and the two proxy flow simulators generate the at least one algorithmic model using at least one selected from a group comprising the reservoir model, history matching input variables, and optimization input variables.


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