Tom-900 / Bayesian-Semi-supervised-Impedance-Inversion
Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training
☆16Updated 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
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆29Updated 3 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆44Updated last year
- Matlab research tools to read, write and process seismic data☆82Updated last year
- Seismic Reservoir Modeling package☆48Updated last month
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆45Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆23Updated 2 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆13Updated 5 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆45Updated 3 months ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago
- Convolutional neural network for seismic impedance inversion☆73Updated 5 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆23Updated 2 years ago
- Full Waveform Inversion☆31Updated 6 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆71Updated 3 years ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆16Updated 3 years ago
- Seismic inversion☆19Updated 3 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆26Updated 4 years ago
- A bag of Marchenko algorithms implemented on top of PyLops☆17Updated last year
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆27Updated 3 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆16Updated 4 years ago
- ☆17Updated 2 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆67Updated 4 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆71Updated last month
- Seismic Simulation, Survey, and Imaging (SSSI)☆44Updated 7 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆37Updated 2 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆28Updated 3 months ago
- A python and C++ package for passive seismic forward modelling, event detection and source location, including functions such as microsei…☆21Updated 8 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆66Updated 3 months ago
- Pre- and Postprocessing tools for full waveform inversion☆27Updated 5 years ago