Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)
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Sep 27, 2020 - Jupyter Notebook
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reservoir-engineering
Here are 59 public repositories matching this topic...
Machine learning framework for reservoir simulation
machine-learning neural-network petroleum-engineering reservoir-simulation oil-and-gas reservoir-engineering
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May 31, 2022 - C++
Reservoir simulator in Python language
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Feb 12, 2021 - Jupyter Notebook
Curated from repositories that make our lives as reservoir engineers and geoscientists easier or just more awesome
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Aug 29, 2023
Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.
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Oct 25, 2022 - 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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May 10, 2022 - Python
Geoscience and petroleum engineering open-source programs in Python
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Mar 30, 2023
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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Jul 24, 2020 - MATLAB
My RE (reservoir engineering) Python code
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Apr 18, 2022 - 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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Oct 14, 2025 - Python
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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Aug 19, 2025 - 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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Aug 16, 2023 - Jupyter Notebook
Automated QC and extension of black-oil PVT tables (PVTO/PVTG): Singh & Whitson (SPE 109596) with analytical convergence pressure, PR79+Peneloux EOS, LBC viscosity, and a composition-everywhere interpolation layer.
python equation-of-state fluid-properties pvt petroleum-engineering reservoir-simulation peng-robinson black-oil reservoir-engineering
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Jun 27, 2026 - Jupyter Notebook
CAPTAS is a program for the interpretation and simulation of pressure tests in wells.
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Mar 16, 2023 - C
Screening CO2 storage potential in petroleum reservoirs on the Norwegian Continental Shelf
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Aug 26, 2026 - HTML
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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Aug 2, 2026 - Jupyter Notebook
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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Mar 28, 2026 - Python
MCP server bridging Claude to the OPM reservoir-simulation stack (Flow, ResInsight, OPM utilities). Linux binaries via WSL; result files parsed natively on Windows.
mcp opm claude petroleum-engineering reservoir-simulation reservoir-engineering anthropic opm-flow resinsight model-context-protocol mcp-server eclipse-format
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Aug 23, 2026 - 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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Aug 26, 2026 - Python
Physics-aware deep learning proxy for reservoir simulation - 10,000x faster than OPM Flow
python data-science deep-learning time-series keras proxy-model lstm-neural-networks data-driven-insights petroleum-engineering reservoir-simulation surrogate-models oil-and-gas reservoir-engineering oilandgas physics-informed-neural-networks opm-flow
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May 30, 2026 - Jupyter Notebook
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