Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

Machine learning framework for reservoir simulation

Reservoir simulator in Python language

Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US

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.

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

Risk tools for commodities trading and finance

Estimate Core-based Permeability from NMR well log data

Gas compressibility z-factor calculator package in Python

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

Leveraging matplotlib to visualize well drilling and construction

Calculate directional survey metadata points along the wellbore.

We have developed a simple, 1 layer neural network to estimate Rock Types

3D Graphical Output of well producers and injectors in oil reservoir.

An ontology designed for oil and gas, and subsurface energy data based on the industry standards.

Key SAP BTP components implemented in the proposed architecture of the BTP for Industries use cases.

Series of tutorials and codes for Petroleum Data Analytics & ML

Oil Data Analytics