Aditya Mishra

University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences

Dehradun

India

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Scholarly Papers (1)

1.

Prediction of Sonic Log and Correlation of Lithology by Comparing Geophysical Well Log Data Using Machine Learning Principles

Geojournal (2021) https://doi.org/10.1007/s10708-021-10502-6
Posted: 14 Dec 2021
University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences, University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences, University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences, University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences, University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences, University of Petroleum and Energy Studies (UPES) - Department of Petroleum Engineering and Earth Sciences, University of Petroleum and Energy Studies (UPES) and University of Petroleum and Energy Studies (UPES)

Abstract:

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keywords well log, sonic log, k-meansclustering, regression analysis, neural network, machine learning (ML), silhouette score, CH score, root mean squared error (RMSE), R2scores