ALEXANDRIA, Va., July 16 -- United States Patent no. 12,360,277, issued on July 15, was assigned to SCHLUMBERGER TECHNOLOGY Corp. (Sugar Land, Texas).
"Uncertainty analysis for neural networks" was invented by Xiaoli Chen (Houston), Tao Zhao (Katy, Texas), Hiren Maniar (Houston) and Aria Abubakar (Sugar Land, Texas).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes receiving geophysical data representative of a geophysical structure; providing the geophysical data as one or more input data to a neural network; training the neural network to reconstruct the geophysical structure that was received and provide one or more uncertainty metrics for one or more features of the geophysical structure th...