US Patent Issued to Halliburton Energy Services on July 28 for "Unified framework for adaptive modeling with density increasing feedback" (Texas Inventors)

ALEXANDRIA, Va., July 28 -- United States Patent no. 12,692,774, issued on July 28, was assigned to Halliburton Energy Services Inc. (Houston).

"Unified framework for adaptive modeling with density increasing feedback" was invented by Mayir Mamtimin (Spring, Texas) and Jeffrey James Crawford (Katy, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "A unified framework has been designed to create and maintain a set of adaptable general models that can be deployed and efficiently trained to fit to various deployments. The unified framework incrementally fills the feature space of a high dimensionality training dataset with field observations to reduce sparseness, trains and retrains a model set with the chan...