sunyingjian / numpy-
开源的测井数据集 Open source well logging data set 适用于机器学习分析地下储层岩性识别与分类
☆67Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for numpy-
- 人工智能在石油测井上的应用包括采用机器学习， 深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆129Updated 2 years ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆13Updated last year
- ☆24Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆66Updated 2 years ago
- Neural network based petrophysical property inversion☆34Updated 4 years ago
- ☆34Updated 4 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…☆34Updated 4 years ago
- ☆40Updated 4 years ago
- Convolutional neural network for seismic impedance inversion☆66Updated 5 years ago
- Practicing machine learning (from scratch) with Python 🐍☆15Updated 2 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 3 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆18Updated 3 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆57Updated 5 years ago
- Prediction of Equinor Volve well logs Data☆16Updated 4 years ago
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆16Updated 4 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆46Updated 3 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆12Updated 5 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 2 years ago
- FaultSeg3D的pytorch版本☆12Updated 7 months 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, …☆12Updated 6 years ago
- Seismic data processing with ML and deep learning☆53Updated 5 years ago
- A workflow to generate synthetic well logs using Artificial Neural Networks☆11Updated 4 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆223Updated 2 years ago
- 3D Fault Segmentation by U-Net☆43Updated 4 years ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆66Updated 2 weeks ago
- A tool for exchanging data between SEG-Y format and NumPy array inside Python environment☆40Updated last month
- Framework for computing seismic attributes with Python.☆42Updated last year
- Seismic Reservoir Modeling Python package☆88Updated 4 months ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated last year