In this study, we explore various Machine Learning (ML) methods that could potentially predict the downhole pressure data, which traditionally is measured using a downhole sensor, from various wellhead measurements
☆18Sep 17, 2021Updated 4 years ago
Alternatives and similar repositories for Volve-Dataset
Users that are interested in Volve-Dataset are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Evolution of data science, machine learning and artificial intelligence in Petroleum Engineering papers☆13Jan 14, 2019Updated 7 years ago
- The research project is a better approach for forecasting the production rate of an oil and gas well. The performance is way beyond the t…☆12Sep 26, 2019Updated 6 years ago
- Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch☆10Mar 18, 2023Updated 3 years ago
- Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)☆14Aug 9, 2020Updated 5 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆13Nov 20, 2020Updated 5 years ago
- Exploration of machine learning in geoscience use cases☆84May 9, 2024Updated last year
- Reservoir simulation in Python using the JutulDarcy.jl reservoir simulator☆29Feb 9, 2026Updated last month
- FlowNet - Data-Driven Reservoir Predictions☆75Dec 22, 2022Updated 3 years ago
- This program provides the analytical solution to borehole stress concentrations around boreholes drilled at an arbitrary orientation in a…☆13Nov 14, 2018Updated 7 years ago
- ☆12Aug 29, 2022Updated 3 years ago
- This contains all working openfoam cases for my MSc project.☆11Sep 13, 2021Updated 4 years ago
- Package for computing pressure profiles for gas lift optimization of oil & gas wells.☆26Jun 1, 2023Updated 2 years ago
- Jupyter notebook tutorials for some common AI/ML model architectures and concepts.☆12Jun 23, 2025Updated 9 months ago
- Data sets intended for integration and regression testing reservoir simulations☆36Mar 16, 2026Updated last week
- Load cases for tubulars☆12Jun 22, 2022Updated 3 years ago
- ☆10Jul 2, 2018Updated 7 years ago
- See the upstream repo and https://github.com/aliraeini/porescale☆12Aug 28, 2025Updated 6 months ago
- ☆12Oct 11, 2024Updated last year
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆15Aug 24, 2024Updated last year
- A repository of machine-learnable formatted oklahoma o&g production data.☆10Mar 20, 2017Updated 9 years ago
- Python module for synthetic generation of rough fracture surfaces☆19Jul 29, 2025Updated 7 months ago
- ☆18Feb 19, 2024Updated 2 years ago
- Curriculum of the Morgan Stanley Tech Ed Makerspace Program☆10Updated this week
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 4 years ago
- A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, …☆15May 26, 2018Updated 7 years ago
- Short course on subsurface data analytics and machine learning.☆10May 18, 2019Updated 6 years ago
- viterbi is an implementation of the viterbi path finding algorithm (written in go) used within the context of a trigram hidden markov mod…☆16Dec 1, 2014Updated 11 years ago
- A Python module to train and apply a denoising autoencoder to seismological data☆23Aug 4, 2025Updated 7 months ago
- ☆13Feb 27, 2019Updated 7 years ago
- ☆12Nov 4, 2021Updated 4 years ago
- [Unfinished, archived] A ribbon library for PyQt☆20Sep 13, 2020Updated 5 years ago
- Predicting oil production from horizontal wells using Bayesian hierarchical linear-regression☆34Nov 17, 2016Updated 9 years ago
- ☆16Apr 25, 2020Updated 5 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- A place to ask questions and participate in discussions☆42Oct 3, 2022Updated 3 years ago
- Data and code for exericses in the University of Calgary's graduate course in Advanced Hydrological Modelling.☆15Mar 17, 2024Updated 2 years ago
- C++/CUDA version of the MF-LBM solver☆19Apr 12, 2023Updated 2 years ago
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆29Feb 18, 2025Updated last year
- A brief understanding of ffmpeg cli through pseudocode☆11Dec 20, 2020Updated 5 years ago