Patents by Inventor Zainab Diana Titus

Zainab Diana Titus has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • ESTIMATION OF GLOBAL THERMAL CONDITIONS VIA COSIMULATION OF MACHINE LEARNING OUTPUTS AND OBSERVED DATA
    Publication number: 20220019933
    Abstract: A heat flow modeler preprocesses geological and heat flow data for an earth formation for inputting into a plurality of supervised learning models. The heat flow modeler trains the plurality of supervised learning models on the preprocessed geological data to estimate heat flow throughout the earth formation. The heat flow modeler interpolates the estimated heat flow values to a set of desired locations in the earth formation and cosimulates the preprocessed heat flow values with the interpolated heat flow values as auxiliary variables to generate a cosimulated heat flow map. A final heat flow map is generated by rasterizing the cosimulated heat flow map.
    Type: Application
    Filed: July 15, 2020
    Publication date: January 20, 2022
    Inventors: Zainab Diana Titus, Annabel Causer, Graham Baines, Christine Yallup, Olutobi Adeyemi, Marc Paul Servais