olivesgatech / Semi-supervised-Learning-for-Acoustic-Impedance-Inversion
Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstracts of the SEG Annual Meeting, Sep. 15-20 2019.
☆11Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Semi-supervised-Learning-for-Acoustic-Impedance-Inversion
- data-driven seismic horizon tracking using non-local dynamic time warping☆37Updated 5 years ago
- Automated Well-Tie☆30Updated last year
- Notebooks for basic VSP processing☆29Updated last year
- Framework for computing seismic attributes with Python.☆42Updated last year
- Program for Seismic Wave Simulation☆33Updated 3 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆53Updated this week
- Papers related to Deep Learning, GANs, applied to seismic☆30Updated 4 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆24Updated 6 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆41Updated 3 months ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- T21 tutorial using Volve data☆30Updated last year
- A tutorial on Reverse Time Migration☆35Updated 6 years ago
- ☆24Updated 3 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆33Updated 10 months ago
- Examples on how to develop your own Machine Learning tools and workflows☆21Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆19Updated 2 years ago
- Transform seismic segy to logs using Machine Learning☆14Updated 5 years ago
- seismic-well tie in Python☆27Updated last year
- Python package for first-break picking☆12Updated last week
- Seismic Reservoir Modeling package☆41Updated 3 months ago
- Seismic Forward Modeling written in Python☆25Updated 5 years ago
- Multi-pattern algorithm for first-break picking employing open-source machine learning libraries☆19Updated 5 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 5 years ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆25Updated last year
- Seismic Spectral Enhancement Technique☆10Updated last year
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆34Updated 2 years ago
- A rock physics library for Python☆41Updated last year
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆65Updated 4 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆16Updated 3 years ago