US Patent Issued to SAUDI ARABIAN OIL on June 23 for "Machine learning inversion using bayesian inference and sampling" (Saudi Arabia, Russian Inventors)

ALEXANDRIA, Va., July 15 -- United States Patent no. 12,664,336, issued on June 23, was assigned to SAUDI ARABIAN OIL COMPANY (Dhahran, Saudi Arabia).

"Machine learning inversion using bayesian inference and sampling" was invented by Daniele Colombo (Dhahran, Saudi Arabia), Anton Egorov (Moscow) and Ersan Turkoglu (Dhahran, Saudi Arabia).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods may include obtaining a preprocessed observed geophysical dataset based on an observed geophysical dataset of the subterranean region of interest and forming a training dataset composed of a geophysical training models and corresponding simulated geophysical training datasets. The methods may further include iteratively d...