elaloy / gan_for_gradient_based_invLinks
Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem
☆10Updated 6 years ago
Alternatives and similar repositories for gan_for_gradient_based_inv
Users that are interested in gan_for_gradient_based_inv are comparing it to the libraries listed below
Sorting:
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 4 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆54Updated 5 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 12 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆40Updated 2 years ago
- Seismic Reservoir Modeling package☆52Updated 6 months ago
- Seismic Reservoir Modeling Python package☆107Updated last year
- Automated Well-Tie☆32Updated 2 years ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- machine learning for geophysical inversion.☆30Updated 2 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Program for Seismic Wave Simulation☆36Updated 4 years ago
- Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel☆124Updated 7 months 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…☆48Updated 3 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆15Updated 3 years ago
- extensive Python library for rock physics modelling☆48Updated 8 months ago
- seismic-well tie in Python☆30Updated 8 months ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 3 years ago
- Notebooks for basic VSP processing☆35Updated last year
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆41Updated 2 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 6 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆197Updated 2 years ago
- Rock Physics Seismic inversion☆12Updated 8 months ago
- Papers related to Deep Learning, GANs, applied to seismic☆32Updated 5 years ago
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆79Updated 9 months ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆54Updated 4 years ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆59Updated 2 years ago