In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction
☆17Apr 22, 2021Updated 4 years ago
Alternatives and similar repositories for Lithology_Prediction_Deep_Learning
Users that are interested in Lithology_Prediction_Deep_Learning are comparing it to the libraries listed below
Sorting:
- Signal/Image processing techniques applied to subsurface data☆15May 8, 2021Updated 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☆15Sep 4, 2024Updated last year
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- Carbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆22Apr 5, 2022Updated 3 years ago
- ☆34Aug 16, 2021Updated 4 years ago
- We have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆24Aug 16, 2023Updated 2 years ago
- Machine Learning Modeling of NMR-Derived T2 Porosity using Quad Combo, Wolfcamp and Spraberry Formations, Reagan County Texas☆12Aug 13, 2020Updated 5 years ago
- Prediction of Equinor Volve well logs Data☆22Jul 11, 2020Updated 5 years ago
- This is for AI prediction using seismic attributes☆25Mar 9, 2020Updated 5 years ago
- Using geophysical well logs to predict lithology☆15Apr 3, 2021Updated 4 years ago
- We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selec…☆12Apr 5, 2022Updated 3 years ago
- Machine learning script to classify rock facies from geophysical well-log measurements☆16Apr 4, 2019Updated 6 years ago
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆14Apr 5, 2022Updated 3 years ago
- Evolution of data science, machine learning and artificial intelligence in Petroleum Engineering papers☆13Jan 14, 2019Updated 7 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆12Dec 8, 2022Updated 3 years ago
- ☆12Feb 8, 2020Updated 6 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆15Feb 20, 2019Updated 7 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆13Feb 22, 2025Updated last year
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 5 years ago
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆17Nov 10, 2021Updated 4 years ago
- Reading and eventually writing DLIS/LAS/LIS/SEGY files in golang. Very much work in progress.... at the alpha level☆13Dec 14, 2018Updated 7 years ago
- 使用支持向量机,感知机,随机森林,决策树,k近邻,logistic,LSTM,bagging,boosting,集成等多种常见算法实现多分类任务(三分类)。Support vector machine, perceptron, random forest, decision…☆18May 8, 2020Updated 5 years ago
- We have used Mihai's PetroGG and modified the program to be used with our shaley-sand Gulf Coast data. In this version we are using Vshal…☆13Jan 4, 2020Updated 6 years ago
- ☆42Aug 6, 2020Updated 5 years ago
- A walking tour of bruges☆15Apr 14, 2025Updated 10 months ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Sep 21, 2020Updated 5 years ago
- Python utility for formation evaluation and petrophysical analysis support☆44Nov 29, 2025Updated 3 months ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19May 26, 2021Updated 4 years ago
- A series of scripts and notebooks that describe how to clean and process the oil and gas production data provided by the Oklahoma Corpora…☆15Sep 23, 2016Updated 9 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Nov 10, 2021Updated 4 years ago
- Intro to basic subsurface workflows using Google Colab☆18Jun 8, 2020Updated 5 years ago
- A Python Package for Petrophysical Evaluation☆32Mar 14, 2025Updated 11 months ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Petroleum Data Collector☆56May 23, 2021Updated 4 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Sep 9, 2020Updated 5 years ago
- Estimate Core-based Permeability from NMR well log data☆21Nov 10, 2021Updated 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…☆23Nov 22, 2020Updated 5 years ago
- Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.☆24Oct 25, 2022Updated 3 years ago
- ☆24Mar 4, 2024Updated 2 years ago