Tom-900 / Bayesian-Semi-supervised-Impedance-Inversion
Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training
☆16Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Bayesian-Semi-supervised-Impedance-Inversion
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆29Updated 3 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated last year
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆36Updated last year
- Matlab research tools to read, write and process seismic data☆77Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆19Updated 2 years ago
- ☆10Updated last year
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆22Updated last year
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Seismic inversion☆18Updated 3 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆66Updated 3 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆43Updated 4 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆12Updated 5 years ago
- Seismic Reservoir Modeling package☆41Updated 3 months ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆65Updated 4 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆35Updated last week
- ☆16Updated last year
- Adjoint-state based AVO Inversion Method☆13Updated last year
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆13Updated 3 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 5 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆23Updated this week
- 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 Benchmark for Seismic Velocity Inversion from Synthetics☆41Updated 3 months ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆59Updated this week
- Using convolutional autoencoders to remove random noise from seismic data.☆16Updated 3 years ago
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆23Updated 3 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆7Updated last year
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆10Updated this week
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆42Updated 4 years ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆25Updated last year