jntran08 / DataAnalyticsforEngineeringLinks
Machine Learning Based on Real-Time Geosteering Data. The data is acquired from Volve Fields in Norway. ' The project is published in Society of Petroleum Engineers Journal: Looking Ahead of the Bit Using Surface Drilling and Petrophysical Data: Machine-Learning-Based Real-Time Geosteering in Volve Field. doi:10.2118/199882-PA
☆13Updated 4 years ago
Alternatives and similar repositories for DataAnalyticsforEngineering
Users that are interested in DataAnalyticsforEngineering are comparing it to the libraries listed below
Sorting:
- Reservoir simulator in Python language☆86Updated 4 years ago
- This is for AI prediction using seismic attributes☆24Updated 5 years ago
- Open Source library for Reservoir Engineering Material Balance☆30Updated last year
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Updated 3 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
- FlowNet - Data-Driven Reservoir Predictions☆72Updated 2 years ago
- Petroleum Data Collector☆52Updated 4 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…☆19Updated 3 years ago
- Leveraging matplotlib to visualize well drilling and construction☆26Updated 4 months ago
- petroleum engineering and economics library for python☆16Updated 2 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated 2 weeks ago
- Models of Oil and Gas Industry in Python☆27Updated 4 years ago
- Python workflows for Geomechanics☆27Updated 6 years ago
- Philliec459 / Altair-used-to-Select-Samples-from-Poro-Perm-Cross-Plot-to-Display-the-respective-Pc-CurvesWe 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…☆12Updated 3 years ago
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Updated 8 months ago
- Prediction of Equinor Volve well logs Data☆19Updated 5 years ago
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆83Updated last week
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 4 years ago
- Exploration of machine learning in geoscience use cases☆78Updated last year
- Volve dataset. Reservoir model and simulation results☆33Updated 6 years ago
- Python utilities for reservoir engineering calculations☆157Updated last year
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 4 years ago
- Estimate Core-based Permeability from NMR well log data☆21Updated 3 years ago
- Petroleum Engineering and Geosciences exercises in Python☆74Updated 4 years ago
- Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE☆17Updated 4 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…☆13Updated 5 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆72Updated 4 years ago
- The python tool for well trajectories☆92Updated last year
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago