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:
Aug. 08, 2023
Filed:
Nov. 14, 2018
International Business Machines Corporation, Armonk, NY (US);
Shell Usa, Inc., Houston, TX (US);
Jorge Luis Guevara Diaz, Sao Paulo, BR;
Bianca Zadrozny, Rio de Janeiro, BR;
Breno William Santos Rezende de Carvalho, Rio de Janeiro, BR;
Alvaro Bueno Buoro, Rio de Janeiro, BR;
Matthias Kormaksson, Rio de Janeiro, BR;
Ligang Lu, Sugar Land, TX (US);
John Tolle, Houston, TX (US);
Detlef Hohl, Sugar Land, TX (US);
Jan Limbeck, Amsterdam, NL;
Mingqi Wu, Houston, TX (US);
International Business Machines Corporation, Armonk, NY (US);
Shell USA, Inc., Houston, TX (US);
Abstract
A system, method and program product for implementing a machine learning platform that processes a data map having feature and operational information. A system is disclosed that includes an interpretable machine learning model that generates a function in response to an inputted data map, wherein the data map includes feature data and operational data over a region of interest, and wherein the function relates a set of predictive variables to one or more response variables; an integration/interpolation system that generates the data map from a set of disparate data sources; and an analysis system that evaluates the function to predict outcomes at unique points in the region of interest.