SuihongSong / GeoModeling_Unconditional_ProGAN
Unconditional Geomodeling related work (codes, data, and results)
☆15Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GeoModeling_Unconditional_ProGAN
- The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for …☆21Updated last year
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆16Updated 4 years ago
- 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
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated last year
- ☆14Updated last year
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆24Updated 2 weeks ago
- Convolutional neural network for seismic impedance inversion☆66Updated 5 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆16Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆41Updated 3 months ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆12Updated 5 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆19Updated 2 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆22Updated last year
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆66Updated 2 weeks ago
- Automated Well-Tie☆30Updated last year
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆54Updated this week
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆62Updated 2 weeks ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆10Updated 2 weeks ago
- A tool for exchanging data between SEG-Y format and NumPy array inside Python environment☆40Updated last month
- Tutorial for creating seismic synthetics using GemPy and Devito☆19Updated 3 years ago
- Framework for computing seismic attributes with Python.☆42Updated last year
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆38Updated 4 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…☆42Updated 3 years ago
- Program for Seismic Wave Simulation☆33Updated 3 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆14Updated 4 years ago
- this is the code implementation of “Seismic Data Reconstruction Based On Conditional Constraint Diffusion Model”☆14Updated 8 months ago
- Python codes for one-dimensional deep learning inversion of geophysical data☆16Updated 4 years ago
- StorSeismic: An approach to pre-train a neural network to store seismic data features☆28Updated last year
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆17Updated last year