DeanLym / 3D-CNNPCA
Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels
☆9Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for 3D-CNNPCA
- ☆23Updated 2 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 5 years ago
- SGEMS-UQ code and data sets☆8Updated 11 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆31Updated 11 years ago
- ☆13Updated 5 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 3 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆29Updated 2 years ago
- ☆14Updated last year
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆22Updated last year
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 5 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆46Updated last year
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆55Updated last year
- Papers related to Deep Learning, GANs, applied to seismic☆30Updated 4 years ago
- Generating seismic data and associated labels to train deep learning networks.☆57Updated 3 months ago
- CCSNet: a deep learning modeling suite for CO2 storage☆18Updated 2 months ago
- Spatial modeling using machine learning concepts☆61Updated 3 weeks ago
- Karst segmentation in 3D seismic images☆15Updated 3 years ago
- This repository provides a MATLAB code for the Weight Quadrant Scan Method. This method allows transitions or boundaries detection from m…☆12Updated 5 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆12Updated 5 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆41Updated 3 months ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆10Updated 2 weeks ago
- Seismic Spectral Enhancement Technique☆10Updated last year
- An unsupervised machine learning algorithm for the segmentation of spatial data sets.☆62Updated 3 years ago
- This is for AI prediction using seismic attributes☆22Updated 4 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆63Updated 4 years ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆38Updated 4 months ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 3 years ago
- A hands-on introduction to self-supervised, blind-spot denoising☆24Updated 11 months ago
- an analytical thermohydraulic model for discretely fractured geothermal reservoirs☆13Updated last year
- A walking tour of bruges☆14Updated 2 years ago