mathworks / Seismic-Facies-Classification-with-Wavelets-and-Deep-LearningLinks
Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. The proposed framework generates more accurate results in an efficient way.
☆17Updated 3 years ago
Alternatives and similar repositories for Seismic-Facies-Classification-with-Wavelets-and-Deep-Learning
Users that are interested in Seismic-Facies-Classification-with-Wavelets-and-Deep-Learning are comparing it to the libraries listed below
Sorting:
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Updated 6 years ago
- Seismic Reservoir Modeling package☆54Updated 10 months ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 2 years ago
- Convolutional neural network for seismic impedance inversion☆88Updated 6 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…☆51Updated 4 years ago
- Notebooks for basic VSP processing☆36Updated 2 years ago
- Program for Seismic Wave Simulation☆38Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Updated 2 years ago
- Seismic data full waveform inversion tutorial.☆55Updated 9 years ago
- Rock Physics Seismic inversion☆15Updated last year
- Adjoint-state based AVO Inversion Method☆20Updated 2 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆56Updated 5 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- A bag of Marchenko algorithms implemented on top of PyLops☆24Updated 2 years ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆35Updated 7 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆19Updated 5 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆31Updated 2 years ago
- The first version of WZDOM toolbox for optimization and seismic inversion☆10Updated 6 years ago
- Matlab research tools to read, write and process seismic data☆101Updated 8 months ago
- Seismic wave modeling and reverse time migration - gpu implementation☆21Updated 9 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆87Updated last year
- Time and frequency domain forward modeling and inversion of seismic wave☆49Updated 10 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆13Updated last year
- A pytorch-based package for seismic invesrion with automatic differentiation.☆77Updated last year
- A tutorial on Reverse Time Migration☆48Updated 8 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆90Updated 4 years ago