CPC G01V 1/303 (2013.01) [G01V 1/345 (2013.01); G06N 3/04 (2013.01); G01V 2210/6222 (2013.01)] | 18 Claims |
1. A method for determining sonic slowness, comprising:
accessing sonic logging data including a sonic waveform associated with a plurality of shot gathers;
applying a transformation operator to the sonic logging data to provide a transformed sonic image, the transformation operator including at least one of a short time average long time average (STA/LTA) operator, a phase shift operator, and a deconvolution operator;
performing a machine learning process using the transformed sonic image to determine a sonic slowness associated with the sonic logging data; and
providing the sonic slowness as an output.
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