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data-analysis-python

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Vinnamre / Well-log-Analysis-and-sonic-log-prediction

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🔍 Sonic Log Analysis and Prediction using Machine Learning (Volve Field Dataset) Machine learning models for predicting compressional (DTC) and shear (DTS) sonic logs from petrophysical data. Includes a comparison of ensemble (e.g., ExtraTrees, Random Forest) vs. standalone models

data-science machine-learning deep-neural-networks data-cleaning data-analysis-python datamodeling hydrocarbon-exploration
  • Updated May 24, 2025
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