mardani72 / Facies-Classification-Machine-LearningLinks
β42Updated 5 years ago
Alternatives and similar repositories for Facies-Classification-Machine-Learning
Users that are interested in Facies-Classification-Machine-Learning are comparing it to the libraries listed below
Sorting:
- Repository for the 2021 Machine Learning workshopβ13Updated 4 years ago
- Practicing machine learning (from scratch) with Python πβ17Updated 3 years ago
- Exploration of machine learning in geoscience use casesβ80Updated last year
- Python utility for formation evaluation and petrophysical analysis supportβ43Updated last week
- Python implementations in geophysical methods: seismic and gravityβ98Updated 3 months ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python iβ¦β81Updated 2 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measuredβ¦β37Updated 5 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physicsβ14Updated 5 years ago
- Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and willβ¦β78Updated 4 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorchβ151Updated 6 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logsβ19Updated 4 years ago
- β32Updated 4 years ago
- Neural network based petrophysical property inversionβ39Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.β164Updated 3 years ago
- A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Pythonβ47Updated last year
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data setβ12Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflowsβ22Updated 2 years ago
- SPWLA PDDAβs 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesisβ76Updated 5 years ago
- Prediction of Equinor Volve well logs Dataβ22Updated 5 years ago
- This is for AI prediction using seismic attributesβ24Updated 5 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.β23Updated 5 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology predictionβ15Updated 4 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Typesβ19Updated 4 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal forβ¦β41Updated last month
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contestβ16Updated 5 years ago
- Open Source library for Reservoir Engineering Material Balanceβ30Updated 2 years ago
- Pore pressure prediction using seismic velocity and well log dataβ94Updated 5 years ago
- Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reserβ¦β66Updated 8 months ago
- Petroleum Engineering and Geosciences exercises in Pythonβ75Updated 4 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 forβ¦β22Updated 2 years ago