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Proceedings Papers

Prediction of shear wave velocity using machine learning technique, multiple regression and well logs

Lin Shi, Jiachen Zhang
Paper presented at the ARMA/DGS/SEG International Geomechanics Symposium, November 1–4, 2021
Paper Number: ARMA-IGS-21-095
... (NPHI), resistivity (RDEP), caliper (CALI), spontaneous potential (SP), gamma ray (GR) and density (RHOB) were collected and then models for Vs prediction were developed using multi-variable linear regression (MLR), multi-variable polynomial regression (MPR), empirical models, deep neural network (DNN...
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