LukasMosser / stochastic_seismic_waveform_inversion
Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"
☆48Updated 5 years ago
Alternatives and similar repositories for stochastic_seismic_waveform_inversion:
Users that are interested in stochastic_seismic_waveform_inversion are comparing it to the libraries listed below
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆29Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆43Updated 5 months ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆39Updated 4 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…☆42Updated 3 years ago
- Time and frequency domain forward modeling and inversion of seismic wave☆45Updated 9 years ago
- Framework for computing seismic attributes with Python.☆43Updated last year
- Seismic Reservoir Modeling package☆47Updated 5 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆16Updated 4 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆31Updated 5 years ago
- Program for Seismic Wave Simulation☆33Updated 3 years ago
- seismic-well tie in Python☆30Updated last month
- machine learning for geophysical inversion.☆27Updated last year
- Seismic Reservoir Modeling Python package☆92Updated 6 months ago
- Convolutional neural network for seismic impedance inversion☆72Updated 5 years ago
- Seismic data processing with ML and deep learning☆55Updated 5 years ago
- Seismic Forward Modeling written in Python☆27Updated 6 years ago
- T21 tutorial using Volve data☆29Updated last year
- Notebooks for basic VSP processing☆31Updated last year
- Teaching material for ErSE 210 Seismology course☆111Updated 2 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆22Updated 2 years ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆26Updated last year
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆67Updated last week
- Geophysical Tutorials column for 2017☆98Updated 6 years ago
- Pure python seismic data processing☆68Updated last month
- This is for AI prediction using seismic attributes☆23Updated 4 years ago
- Website for Rock Physics Handbook 3rd edition☆32Updated 5 years ago
- Seismic data full waveform inversion tutorial.☆44Updated 8 years ago
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆24Updated 3 years ago