SuihongSong / GeoModeling_Unconditional_ProGANLinks
Unconditional Geomodeling related work (codes, data, and results)
☆16Updated 3 years ago
Alternatives and similar repositories for GeoModeling_Unconditional_ProGAN
Users that are interested in GeoModeling_Unconditional_ProGAN are comparing it to the libraries listed below
Sorting:
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for …☆21Updated 3 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 12 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆43Updated 3 years ago
- ☆10Updated 2 years ago
- ☆19Updated 3 years ago
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆19Updated 5 years ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆22Updated 2 months ago
- Seismic Reservoir Modeling package☆54Updated 11 months ago
- Neural network based petrophysical property inversion☆11Updated 6 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆31Updated 2 years ago
- extensive Python library for rock physics modelling☆56Updated last year
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 3 years ago
- Generating seismic data and associated labels to train deep learning networks.☆101Updated 9 months ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆91Updated 4 years ago
- Automated Well-Tie☆38Updated 2 years ago
- DEPRECATED! See https://github.com/wanggy-1/cigChannel for the latest version☆15Updated 3 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…☆51Updated 4 years ago
- Seismic Reservoir Modeling Python package☆112Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆30Updated 3 years ago
- Tutorial material for self-supervised blind-spot and blind-mask denoising for random and coherent noise, respectively.☆16Updated last year
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆88Updated last year
- Notebooks for basic VSP processing☆36Updated 2 years ago
- Neural network based petrophysical property inversion☆40Updated 5 years ago
- finite difference for magnetotelluric 2D forward modeling☆22Updated 2 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆62Updated 5 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11Updated 6 years ago
- Convolutional neural network for seismic impedance inversion☆89Updated 6 years ago