DeanLym / 3D-CNNPCA
Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels
☆9Updated 4 years ago
Alternatives and similar repositories for 3D-CNNPCA:
Users that are interested in 3D-CNNPCA are comparing it to the libraries listed below
- ☆24Updated 2 years ago
- ☆14Updated 2 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 5 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆29Updated 2 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆31Updated 11 years ago
- A hands-on introduction to self-supervised, blind-spot denoising☆24Updated last year
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆11Updated 2 months ago
- ☆13Updated 6 years ago
- 3D Fault Segmentation by U-Net☆43Updated 4 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆12Updated 5 years ago
- A bank of training images☆10Updated 3 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆31Updated 5 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 3 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆21Updated last year
- 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
- A Benchmark for Seismic Velocity Inversion from Synthetics☆43Updated 5 months ago
- Karst segmentation in 3D seismic images☆16Updated 4 years ago
- ☆35Updated 4 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 5 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆13Updated 5 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆47Updated 3 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 2 years ago
- Generating seismic data and associated labels to train deep learning networks.☆60Updated 5 months ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆17Updated 2 years ago
- This is for AI prediction using seismic attributes☆23Updated 4 years ago
- ☆40Updated 4 years ago
- Neural network based petrophysical property inversion☆34Updated 4 years ago
- FlowNet - Data-Driven Reservoir Predictions☆66Updated 2 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆47Updated last year