tobi-ore / Synthetic-Well-Logs-Using-Neural-NetworksLinks
A workflow to generate synthetic well logs using Artificial Neural Networks
☆12Updated 5 years ago
Alternatives and similar repositories for Synthetic-Well-Logs-Using-Neural-Networks
Users that are interested in Synthetic-Well-Logs-Using-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated 8 months ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆13Updated 4 months ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆31Updated last week
- Machine learning script to classify rock facies from geophysical well-log measurements☆14Updated 6 years ago
- ☆24Updated 3 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 4 years ago
- ☆39Updated 4 years ago
- Seismic Reservoir Modeling Python package☆104Updated 11 months ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- 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
- A rock physics library for Python☆45Updated 2 years ago
- make you own Neutron, Density, Sonic crossplots☆10Updated 3 years ago
- Pore pressure prediction using seismic velocity and well log data☆94Updated 4 years ago
- seismic-well tie in Python☆30Updated 6 months ago
- Framework for computing seismic attributes with Python.☆48Updated last year
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆35Updated 4 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 2 years ago
- Python implementations in geophysical methods: seismic and gravity☆91Updated 3 years ago
- T21 tutorial using Volve data☆31Updated 2 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆14Updated 4 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago
- Prediction of Equinor Volve well logs Data☆19Updated 4 years ago
- ☆56Updated 6 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆38Updated last year
- A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, …☆14Updated 7 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago