Hamid-Reza-Mousavi / Lithology-ClassificationLinks
Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences
☆12Updated last year
Alternatives and similar repositories for Lithology-Classification
Users that are interested in Lithology-Classification are comparing it to the libraries listed below
Sorting:
- Neural network based petrophysical property inversion☆39Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆86Updated 5 years ago
- Seismic data processing with ML and deep learning☆67Updated 5 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆72Updated 3 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…☆49Updated 3 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- ☆24Updated 4 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year
- ☆38Updated 4 years ago
- Automated Well-Tie☆33Updated 2 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- Seismic Forward Modeling written in Python☆31Updated 6 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆83Updated 3 weeks ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆12Updated last year
- Open source code for "cigFacies: a massive-scale benchmark dataset of seismic facies and its application"☆15Updated 7 months ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆21Updated 11 months ago
- Rock Physics Seismic inversion☆12Updated 10 months ago
- DEPRECATED! See https://github.com/wanggy-1/cigChannel for the latest version☆15Updated last week
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆257Updated 3 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆14Updated last year
- ☆39Updated 5 years ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆12Updated 4 years ago
- seismic-well tie in Python☆30Updated 10 months ago
- Neural network based petrophysical property inversion☆11Updated 6 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆84Updated 3 years ago