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A data science blog for Petroleum Engineering.Topics covered
Subject ▸ data scientists
Python, 3D seismic using segyio by Matteo Nicoli
Found this interesting article in LinkedIn:
WORKING WITH 3D SEISMIC DATA IN PYTHON USING SEGYIO AND NUMPY (MOSTLY) by Matteo Nicoli. It comes with code, Python notebook and repository.
Keywords: segyio, seismic, python, notebook
References:
Reproducible notebook to generate cross sections from well logs by Jesse Pisel
Reproducible Python notebook to generate cross sections from well logs (Denver Basin). Includes Github repo. By Jesse Pisel (2019).
Keywords: LAS files, glob, cross section, Niobrara Formation, Denver Basin, Wyoming, gamma-ray curves
References
Python and PVT by Mark Burgoyne
PVT coded in Python!
Keywords: PVT, Python, phase behavior, EOS
References
Multiple Regression in Engineering Applications by Marco Rizk
Great article. And also an eye opener, specially, for those interested in correlations. I hope you publish your scripts, data and manuscript, soon for reproducibility purposes, and the benefit of the petroleum engineering community.
Keywords: linear regression, engineering, Alternating Conditional Expectations, algorithms, transformations