Drusinek1 / Well_Log_Classification
Machine learning script to classify rock facies from geophysical well-log measurements
☆13Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Well_Log_Classification
- Simple well log plotting using Python and matplotlib☆25Updated 7 years ago
- A workflow to generate synthetic well logs using Artificial Neural Networks☆11Updated 4 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆34Updated 4 years ago
- Pore pressure prediction using seismic velocity and well log data☆87Updated 4 years ago
- A python package with useful functions for well log interpretation.☆68Updated 2 years ago
- ☆55Updated 5 years ago
- The objective of this repository is take advantage of Geolog's powerful python loglan capabilities to interrogate Petrophysical well log …☆14Updated 2 months ago
- Practicing machine learning (from scratch) with Python 🐍☆15Updated 2 years ago
- make you own Neutron, Density, Sonic crossplots☆9Updated 2 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆10Updated 3 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆21Updated 4 years ago
- Library of petrophysical calculations☆16Updated 4 years ago
- The aim is to try and build some interactive log visualisations using dash in notebooks and demonstrate what is possible (and also what t…☆23Updated 3 years ago
- A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, …☆12Updated 6 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆13Updated 4 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆33Updated 2 years ago
- Python utility for formation evaluation and petrophysical analysis support☆37Updated 3 weeks ago
- ☆23Updated 8 months ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆13Updated 3 years ago
- ☆32Updated 4 years ago
- Philliec459 / Altair-used-to-Visualize-and-Interrogate-well-by-well-Production-Data-from-Volve-FieldThe objective of this project is to interactively interrogate oil field production data using Altair☆14Updated 2 months ago
- Basic oil and gas well logs visualization and interpretation☆10Updated 4 years ago
- ☆12Updated 4 years ago
- Various plugins for the open source seismic interpretation system - OpendTect☆36Updated last week
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆21Updated last year
- ☆40Updated 4 years ago
- Prediction of Equinor Volve well logs Data☆16Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 years ago
- The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.☆46Updated 5 years ago
- A rock physics library for Python☆42Updated last year