weixiongdi / PyFaciesLinks
Rock Facies characterization by using different machine learning algorithms
☆11Updated 6 years ago
Alternatives and similar repositories for PyFacies
Users that are interested in PyFacies are comparing it to the libraries listed below
Sorting:
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆37Updated 5 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆12Updated 3 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆172Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆13Updated 3 years ago
- [DEPRECATED] Python toolbox for standard Magnetotelluric (MT) data analysis☆155Updated 2 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- ☆27Updated 2 years ago
- ☆37Updated last year
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆13Updated 11 months ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆273Updated 4 years ago
- The objective of this repository is take advantage of Geolog's powerful python loglan capabilities to interrogate Petrophysical well log …☆18Updated last year
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆54Updated 2 weeks ago
- The python tool for well trajectories☆96Updated 2 years ago
- Prediction of Equinor Volve well logs Data☆22Updated 5 years ago
- Bag of really useful geoscience equations and stuff☆301Updated 2 years ago
- Automated Well-Tie☆40Updated 2 years ago
- Plots seismic, sorta☆115Updated 3 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 4 years ago
- Seismic Reservoir Modeling Python package☆113Updated last year
- ☆40Updated 5 years ago
- ☆24Updated 4 years ago
- Teaching material for ErSE 210 Seismology course☆131Updated last month
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆152Updated 6 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- Neural network based petrophysical property inversion☆41Updated 5 years ago
- Philliec459 / NEW-Carbonate-Characterization-Workflow-Jupiter-Notebook-Modules-with-Clerke-Arab-D-Calibration-DataCarbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆21Updated 3 years ago
- A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆198Updated 6 years ago
- Code for geophysical 3D/2D Finite Difference modelling, Marchenko algorithms, 2D/3D x-w migration and utilities.☆166Updated this week
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 5 years ago