Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)
-
Updated
Sep 27, 2020 - Jupyter Notebook
Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)
Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US
Reservoir simulator in Python language
Machine learning framework for reservoir simulation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
The CMS is a multiscale stochastic Lagrangian framework developed by Paris' Lab at the Rosenstiel School of Marine, Atmospheric & Earth Science to study complex behaviors, giving probabilistic estimates of dispersion, connectivity, fate of pollutants, and other Lagrangian phenomena. This repository facilitates community contributions to CMS modules
NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation
NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation. This project is a Python interface to NeqSim.
Streamlit app covering our open source projects. Try it here: https://lnkd.in/g2Yr5B9
Series of tutorials and codes for Petroleum Data Analytics & ML
Estimate Core-based Permeability from NMR well log data
Leveraging matplotlib to visualize well drilling and construction
An ontology designed for oil and gas, and subsurface energy data based on the industry standards.
Carbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore system characterization with modeled saturations using Thomeer Capillary Pressure parameters for an Arab D complex carbonate reservoir
Oil Data Analytics
Python Automatic Decline Curve Analysis (DCA) For Petroleum Producing wells
Key SAP BTP components implemented in the proposed architecture of the BTP for Industries use cases.
Calculate directional survey metadata points along the wellbore.
Data Science in Geoscience: Wireline Log Analysis
We have developed a simple, 1 layer neural network to estimate Rock Types
Add a description, image, and links to the oil-and-gas topic page so that developers can more easily learn about it.
To associate your repository with the oil-and-gas topic, visit your repo's landing page and select "manage topics."