US Patent Issued to Halliburton Energy Services on April 7 for "Cementing lab data validation based on machine learning" (Texas Inventors)

ALEXANDRIA, Va., April 7 -- United States Patent no. 12,595,715, issued on April 7, was assigned to Halliburton Energy Services Inc. (Houston).

"Cementing lab data validation based on machine learning" was invented by Shohreh Amini (Houston), John Paul Bir Singh (Kingwood, Texas) and Siva Rama Krishna Jandhyala (The Woodlands, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques of the present disclosure relate to validating data for a composition design. A method comprises applying a machine learning model to at least two inputs comprising parameters of a cement composition and experimental conditions such that the machine learning model outputs at least one predicted property of the cement compo...