Schlumberger technology corporation (20240410275). SELF-EXPLAINING MODEL FOR DOWNHOLE CHARACTERISTICS
SELF-EXPLAINING MODEL FOR DOWNHOLE CHARACTERISTICS
Organization Name
schlumberger technology corporation
Inventor(s)
Zoryana Snovida of Houston TX (US)
Matthew Blyth of Fulshear TX (US)
SELF-EXPLAINING MODEL FOR DOWNHOLE CHARACTERISTICS
This abstract first appeared for US patent application 20240410275 titled 'SELF-EXPLAINING MODEL FOR DOWNHOLE CHARACTERISTICS
Original Abstract Submitted
systems and methods of the present disclosure provide systems and methods related to obtaining, at one or more neural networks, log data from a wellbore and generating, using a multi-head attention layer of the one or more neural networks, a zone of interest based on probability-based weights applied to the log data. the one or more neural networks analyze the log data to infer a downhole characteristic and output an indication of an inference of the downhole characteristic and the zone of interest. then, a computing system performs an action based at least in part on indication of the inference.