US Patent Issued to Saudi Arabian Oil on Dec. 30 for "Using machine learning to predict aquifers from groundwater chemistry data" (Saudi Arabia Inventors)

ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,510,687, issued on Dec. 30, was assigned to Saudi Arabian Oil Co. (Dhahran, Saudi Arabia).

"Using machine learning to predict aquifers from groundwater chemistry data" was invented by Essam Hasan Sardar (Dhahran, Saudi Arabia), Fahad Ahmed Souid (Dhahran, Saudi Arabia) and Fatai A. Anifowose (Dhahran, Saudi Arabia).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods include a computer-implemented method for predicting locations of aquifers. Missing measurements in groundwater chemistry data from aquifers are replaced with calculated equivalents. The groundwater chemistry data is split into a model building/optimizing dataset and a model va...