Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)
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- Jupyter Notebook
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reservoir-engineering
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Machine learning framework for reservoir simulation
machine-learning neural-network petroleum-engineering reservoir-simulation oil-and-gas reservoir-engineering
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- C++
Reservoir simulator in Python language
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- Jupyter Notebook
Curated from repositories that make our lives as reservoir engineers and geoscientists easier or just more awesome
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Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.
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- Jupyter Notebook
Python Automatic Decline Curve Analysis (DCA) For Petroleum Producing wells
sql curve-fitting reservoir petroleum change-detection petroleum-engineering oil-and-gas reservoir-engineering decline-curve-analysis
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- Python
3D Graphical Output of well producers and injectors in oil reservoir.
simulation matlab production discrete-mathematics gas fem oil 3d 3d-simulation finite-element-methods petroleum-engineering reservoir-simulation oil-and-gas reservoir-engineering
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- MATLAB
Geoscience and petroleum engineering open-source programs in Python
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My RE (reservoir engineering) Python code
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- Jupyter Notebook
Discounted cash flow analysis for oil and gas
forecasting petroleum petroleum-engineering production-forecast oil-and-gas discounted-cash-flows reservoir-engineering decline-curve-analysis arps-model well-spacing
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- Python
The Corey relative permeability technique is a widely used empirical approach to model the relative permeability curves of two-phase flow in porous media.
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ReservoirFlow: Reservoir Simulation and Engineering Library in Python
machine-learning deep-learning scientific-computing applied-mathematics numerical-methods petroleum-engineering scientific-machine-learning reservoir-engineering petroleum-reservoir-simulation fluid-flow-in-porous-media
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- Python
CAPTAS is a program for the interpretation and simulation of pressure tests in wells.
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- C
Screening CO2 storage potential in petroleum reservoirs on the Norwegian Continental Shelf
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This Python script creates a Streamlit web application for a quick IPR Calculation for both an oil and gas reservoir. It collects user input test data and with it performs a curve fitting using scipy.optimize, fitting the Inflow Performance Relationship curve to the data.
python reservoir ipr inflow petroleum-engineering vogel production-engineering oil-and-gas streamlit reservoir-engineering fetkovich forcheimer
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- Python
Python library to quickly estimate pressure dynamic and CO2/H2 storage capacity of petroleum fields and aquifers + many useful tools
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- Python
3D 3-Phase Black-Oil Reservoir Modelling and Simulation in Python.
reservoir-modeling finite-volume multiphase-flow pvt petroleum-engineering impes reservoir-simulation numerical-simulation oil-gas eor flow-simulation black-oil reservoir-engineering enhanced-oil-recovery reservoir-physics
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- Python
Practicum by Yandex Project 8: In this project, we would apply machine learning in business. We are to develop a model that would predict the volume of reserves in new wells, pick the region with the highest total profit, and optimize well placement.
linear-regression scikit-learn machine-learning-algorithms bootstrapping-statistics reservoir-engineering reservoir-optimization
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Leveraging Data Science for the Energy Sector: A comprehensive portfolio of Python and SQL solutions driving efficiency in exploration, production, and asset optimization.
python data-science machine-learning geoscience predictive-modeling regression-analysis petroleum-engineering oil-and-gas reservoir-engineering
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- Jupyter Notebook
Web App to apply EOR methods Screening
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- Python
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