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:
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆55Updated 5 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆47Updated 4 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 12 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- Seismic Reservoir Modeling package☆52Updated 7 months ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆40Updated 2 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel☆125Updated 8 months ago
- 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
- Neural network based petrophysical property inversion☆38Updated 5 years ago
- machine learning for geophysical inversion.☆30Updated 2 years ago
- extensive Python library for rock physics modelling☆49Updated 9 months ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 3 years ago
- Automated Well-Tie☆33Updated 2 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆202Updated 3 years ago
- A tutorial on Reverse Time Migration☆45Updated 7 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 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…☆48Updated 3 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆82Updated 10 months 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
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆55Updated 5 years ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆32Updated 4 months ago
- Teaching material for ML in Geoscience course☆89Updated 10 months ago
- Neural network based petrophysical property inversion☆11Updated 5 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆24Updated 3 years ago
- A python packages for geophysical data processing modeling, inversion and interpretation.☆12Updated 2 years ago
- Time and frequency domain forward modeling and inversion of seismic wave☆48Updated 10 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- seismic-well tie in Python☆30Updated 9 months ago