motazalfarraj / Semi-supervised-Learning-for-Acoustic-Impedance-InversionLinks
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.
☆18Updated 4 years ago
Alternatives and similar repositories for Semi-supervised-Learning-for-Acoustic-Impedance-Inversion
Users that are interested in Semi-supervised-Learning-for-Acoustic-Impedance-Inversion are comparing it to the libraries listed below
Sorting:
- Convolutional neural network for seismic impedance inversion☆83Updated 5 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
- Using convolutional autoencoders to remove random noise from seismic data.☆17Updated 4 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆41Updated 2 years ago
- Seismic wave modeling and reverse time migration - gpu implementation☆20Updated 9 years ago
- Matlab research tools to read, write and process seismic data☆94Updated 4 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆27Updated 3 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆18Updated 3 years ago
- ☆11Updated 2 years ago
- Rock Physics Seismic inversion☆12Updated 8 months ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆18Updated 5 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆20Updated 5 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆30Updated 3 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆40Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Implementation for CNN-RWI on TensorFlow and PySIT platforms☆8Updated 3 years ago
- Seismic data processing with ML and deep learning☆66Updated 5 years ago
- Adjoint-state based AVO Inversion Method☆20Updated 2 years ago
- Program for Seismic Wave Simulation☆36Updated 4 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆81Updated this week
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆18Updated 9 months ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆70Updated 8 months ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 2 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
- Deep-learning inversion: A next-generation seismic velocity model building method☆197Updated 2 years ago
- ☆12Updated 9 months ago
- Open source seismic packages collected from varieties of websites☆71Updated 8 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- Seismic pre-stack data AVO three terms inversion☆18Updated 7 months ago