tobi-ore / Synthetic-Well-Logs-Using-Neural-NetworksLinks
A workflow to generate synthetic well logs using Artificial Neural Networks
☆12Updated 5 years ago
Alternatives and similar repositories for Synthetic-Well-Logs-Using-Neural-Networks
Users that are interested in Synthetic-Well-Logs-Using-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆34Updated 2 months ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated 3 weeks ago
- Neural network based petrophysical property inversion☆37Updated 5 years ago
- ☆24Updated 3 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆13Updated 6 months ago
- Python implementations in geophysical methods: seismic and gravity☆97Updated 3 weeks ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 4 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- Pore pressure prediction using seismic velocity and well log data☆93Updated 5 years ago
- Prediction of Equinor Volve well logs Data☆20Updated 5 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆138Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆73Updated 4 years ago
- ☆39Updated 5 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆83Updated 3 years ago
- A rock physics library for Python☆48Updated 2 years ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆13Updated last year
- Neural network based petrophysical property inversion☆11Updated 5 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Updated 4 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆42Updated last year
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆25Updated 6 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- Seismic Spectral Enhancement Technique☆11Updated last year
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 2 years ago
- Seismic data processing with ML and deep learning☆67Updated 5 years ago
- olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkThe repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆48Updated 3 years ago