Bracewell LLP
Collaborative sensing and prediction of source rock properties
Systems, apparatuses, and computer-implemented methods are provided for the sensing and prediction of properties of source rock. Disclosed here is a method of predicting the maturity of a source rock that includes obtaining a plurality of data of a sample source rock from a plurality of data acquisition devices placed in vicinity of the sample source rock and analyzing the received data using a predictive correlation to determine maturity of the sample source rock. The predictive correlation is generated by applying a machine learning model to correlate the plurality of data acquired from a plurality of representative source rocks with a plurality of properties of the plurality of representative source rocks.
Saudi Arabian Oil Company
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Max Sebastian Tiffany Dawn Shannon Lee David Weichang
Deffenbaugh Csutak McAlpin Eichmann Jacobi Li