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☆38Updated 5 years ago
- ☆24Updated 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…☆48Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 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
- Seismic data processing with ML and deep learning☆67Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- ☆38Updated 4 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆13Updated last year
- Automated Well-Tie☆33Updated 2 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year
- 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
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆13Updated last year
- Seismic Foundation Model☆116Updated 9 months ago
- ☆11Updated 2 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆20Updated 10 months ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆18Updated 5 years ago
- Create realistic geological models with folds, faults and meandering river sediments.☆15Updated 3 years ago
- Neural network based petrophysical property inversion☆11Updated 5 years ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆11Updated 4 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆10Updated 4 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆255Updated 3 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆15Updated 3 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆18Updated 4 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆18Updated 4 years ago