sgautam666 / Machine_Learning_for_Lithology_Prediction_from_Well_LogsLinks
Using geophysical well logs to predict lithology
☆10Updated 4 years ago
Alternatives and similar repositories for Machine_Learning_for_Lithology_Prediction_from_Well_Logs
Users that are interested in Machine_Learning_for_Lithology_Prediction_from_Well_Logs are comparing it to the libraries listed below
Sorting:
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- ☆40Updated 4 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆45Updated 11 months ago
- Automated Well-Tie☆31Updated 2 years ago
- ☆31Updated 4 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 3 years ago
- Create realistic geological models with folds, faults and meandering river sediments.☆13Updated 2 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 4 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆34Updated 12 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆38Updated last year
- extensive Python library for rock physics modelling☆46Updated 7 months ago
- Repository for the 2021 Machine Learning workshop☆13Updated 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…☆35Updated 4 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 2 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 4 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated 8 months ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆12Updated 8 months ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Calculate permeability, Porosity, Pore Size distributions, Capillary Pressure, Formation Factor and Visualizations☆11Updated 2 years ago
- This program provides the analytical solution to borehole stress concentrations around boreholes drilled at an arbitrary orientation in a…☆11Updated 6 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- seismic-well tie in Python☆30Updated 7 months ago
- A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python☆44Updated last year
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆53Updated 5 years ago
- Seismic Reservoir Modeling package☆52Updated 4 months ago
- Program for Seismic Wave Simulation☆35Updated 4 years ago
- Website for Rock Physics Handbook 3rd edition☆35Updated 5 years ago