selkurdy / MLSeistoLogLinks
Transform seismic segy to logs using Machine Learning
☆14Updated 6 years ago
Alternatives and similar repositories for MLSeistoLog
Users that are interested in MLSeistoLog are comparing it to the libraries listed below
Sorting:
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 4 years ago
- Seismic Depth Conversion using Quadratic Functions☆10Updated 2 years ago
- ☆31Updated 4 years ago
- A rock physics library for Python☆47Updated 2 years ago
- T21 tutorial using Volve data☆31Updated 2 years ago
- Pore pressure prediction using seismic velocity and well log data☆94Updated 5 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 3 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 2 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆39Updated last year
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆149Updated 5 years ago
- Teaching material for ErSE 210 Seismology course☆125Updated 2 months ago
- Notebooks with examples and demos of segyio☆136Updated last year
- ☆56Updated 6 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated 2 weeks ago
- seismic-well tie in Python☆30Updated 8 months ago
- Python implementations in geophysical methods: seismic and gravity☆96Updated 3 weeks ago
- Framework for computing seismic attributes with Python.☆48Updated 2 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
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆25Updated 6 years ago
- Teaching material for ML in Geoscience course☆89Updated 9 months ago
- Corel is a smart computer vision model that identifies facies and performs rock typing on core images☆12Updated 10 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- extensive Python library for rock physics modelling☆48Updated 8 months ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆12Updated 5 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Updated 3 years ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆21Updated last year
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago