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
☆15Updated 5 years ago
Alternatives and similar repositories for DataAnalyticsforEngineering
Users that are interested in DataAnalyticsforEngineering are comparing it to the libraries listed below
Sorting:
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Updated 4 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
- 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 6 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…☆20Updated 3 years ago
- Python utility for formation evaluation and petrophysical analysis support☆44Updated last month
- 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…☆22Updated 2 years ago
- Petroleum Data Collector☆56Updated 4 years ago
- material for the FRI Energy Analytics stream☆19Updated 5 years ago
- Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks☆20Updated 5 years ago
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆16Updated 4 years ago
- Models of Oil and Gas Industry in Python☆29Updated 4 years ago
- Exploration of machine learning in geoscience use cases☆80Updated last year
- Reservoir simulator in Python language☆89Updated 4 years ago
- Open Source library for Reservoir Engineering Material Balance☆30Updated 2 years ago
- Philliec459 / Geolog-Project-Notebook-for-a-Clastic-Comprehensive-Interactive-Petrophysical-Analysis-WorkflowThis repository has all of the python code and methods for a Comprehensive interactive petrophysical analysis workflow using python’s Pan…☆12Updated last year
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19Updated 4 years ago
- Python utilities for reservoir engineering calculations☆165Updated last month
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Updated last year
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆86Updated 5 months ago
- Leveraging matplotlib to visualize well drilling and construction☆27Updated 9 months ago
- petroleum engineering and economics library for python☆16Updated 3 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆81Updated 2 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆16Updated 4 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Updated 5 years ago
- Transform seismic segy to logs using Machine Learning☆15Updated 7 years ago
- ☆24Updated last year
- ☆32Updated 5 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆152Updated 6 years ago
- Estimate Core-based Permeability from NMR well log data☆21Updated 4 years ago