vishaldas / CNN_based_petrophysical_inversionLinks
Neural network based petrophysical property inversion
☆40Updated 5 years ago
Alternatives and similar repositories for CNN_based_petrophysical_inversion
Users that are interested in CNN_based_petrophysical_inversion are comparing it to the libraries listed below
Sorting:
- This is for AI prediction using seismic attributes☆25Updated 5 years ago
- Seismic Reservoir Modeling Python package☆112Updated last year
- 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…☆51Updated 4 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆89Updated 6 years ago
- ☆24Updated 4 years ago
- Neural network based petrophysical property inversion☆11Updated 6 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Automated Well-Tie☆39Updated 2 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 4 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 3 years ago
- Seismic Reservoir Modeling package☆54Updated 11 months ago
- Rock Physics Seismic inversion☆15Updated last year
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated 2 years ago
- extensive Python library for rock physics modelling☆56Updated last year
- DEPRECATED! See https://github.com/wanggy-1/cigChannel for the latest version☆15Updated 3 months ago
- Seismic data processing with ML and deep learning☆74Updated 6 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆27Updated 3 years ago
- ☆40Updated 5 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Updated 5 years ago
- Notebooks for basic VSP processing☆36Updated 2 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- seismic-well tie in Python☆34Updated last year
- A rock physics library for Python☆48Updated 3 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- ☆11Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆75Updated 3 years ago
- T21 tutorial using Volve data☆34Updated 2 years ago