Machine learning framework for reservoir simulation
Educational Vibration programs. Intended for undergraduate and early graduate students.
FlowNet - Data-Driven Reservoir Predictions
Capacitance resistance models for waterflood connectivity
R package for Arps decline curve analysis.
Time series forecasting (TSF) is the task of predicting future values of a given sequence using historical data. Recently, this task has attracted the attention of researchers in the area of machine learning to address the limitations of traditional forecasting methods, which are time-consuming and full of complexity. With the increasing availab…
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
Estimate Core-based Permeability from NMR well log data
Gas compressibility z-factor calculator package in Python
Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks
Repository of upcoming abstract submission deadlines for geoscience conferences
A "simple" decline-curve analysis example in Python
3D Graphical Output of well producers and injectors in oil reservoir.
The objective of this GitHub repository is to develop code that can effectively display well log parameter plots and their animations.
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 Vshale and not Vclay, and we have added Waxman-Smits and Dual-Water saturation models appropriate for these data.
Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN
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 selected samples
Load cases for tubulars
The objective of this project is to interactively interrogate oil field production data using Altair
Add a description, image, and links to the petroleum-engineering topic page so that developers can more easily learn about it.
To associate your repository with the petroleum-engineering topic, visit your repo's landing page and select "manage topics."