vitaliistarr / pta-learnLinks
A Python library for automated Pressure Transient Analysis (PTA) workflows. It provides tools for PTA flow regime feature extraction, time-lapse pattern recognition, pressure transient identification, and Bourdet derivative calculation.
☆11Updated last month
Alternatives and similar repositories for pta-learn
Users that are interested in pta-learn are comparing it to the libraries listed below
Sorting:
- Python implementation of the capacitance resistance model☆15Updated 5 years ago
- Machine learning framework for reservoir simulation☆124Updated 3 years ago
- Capacitance resistance models for waterflood connectivity☆54Updated last week
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆39Updated last week
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 5 years ago
- Exploration of machine learning in geoscience use cases☆79Updated last year
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆151Updated 6 years ago
- Python utilities for reservoir engineering calculations☆160Updated 2 months ago
- Reservoir simulator in Python language☆87Updated 4 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆161Updated 2 years ago
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆192Updated 5 years ago
- Well logs correlation using dynamic time warping☆11Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 4 years ago
- Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE☆18Updated 4 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆342Updated 2 years ago
- Open Source library for Reservoir Engineering Material Balance☆30Updated 2 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆80Updated 2 years ago
- pyResToolbox - A collection of Reservoir Engineering Utilities☆62Updated 3 months ago
- Curated from repositories that make our lives as reservoir engineers and geoscientists easier or just more awesome☆55Updated 2 years ago
- This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting…☆41Updated 6 years ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆22Updated 2 years ago
- Open source petroleum forecasting and financial tool.☆29Updated 3 years ago
- Python package to read well logs and model geomechanical properties.☆12Updated last month
- A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.☆131Updated last year
- ☆36Updated last year
- The toolbox for the oil fields modelling and analysis (oil forecasting, seismic slices classification, etc)☆19Updated 3 years ago
- The python tool for well trajectories☆96Updated 2 years ago
- A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python☆46Updated last year
- ☆41Updated 5 years ago