Tom-900 / Bayesian-Semi-supervised-Impedance-InversionLinks
Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training
☆19Updated 3 years ago
Alternatives and similar repositories for Bayesian-Semi-supervised-Impedance-Inversion
Users that are interested in Bayesian-Semi-supervised-Impedance-Inversion are comparing it to the libraries listed below
Sorting:
- Matlab research tools to read, write and process seismic data☆97Updated 6 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- Seismic pre-stack data AVO three terms inversion☆19Updated 9 months ago
- Adjoint-state based AVO Inversion Method☆20Updated 2 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆74Updated 10 months ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆88Updated 4 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆16Updated 3 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆33Updated 4 years 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
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆53Updated 2 years ago
- A bag of Marchenko algorithms implemented on top of PyLops☆24Updated last year
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆41Updated 2 years ago
- Seismic Simulation, Survey, and Imaging (SSSI)☆51Updated 7 years ago
- Convolutional neural network for seismic impedance inversion☆86Updated 5 years ago
- The first version of WZDOM toolbox for optimization and seismic inversion☆10Updated 6 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Updated 2 years ago
- Rock Physics Seismic inversion☆12Updated 10 months ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆82Updated 11 months ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆83Updated 2 weeks ago
- Seismic data processing with ML and deep learning☆67Updated 5 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆18Updated 4 years ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆50Updated 5 years ago
- This repo shows two CNNs (WaveNet and Conditional Encoder-Decoder, CED) for seismic modeling and inversion.☆22Updated 4 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆71Updated 10 months ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆71Updated 4 years ago
- Seismic wave modeling and reverse time migration - gpu implementation☆21Updated 9 years ago
- Seismic modelling and imaging wiz☆37Updated last month
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- ☆40Updated 3 months ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆32Updated 5 months ago