DeanLym / 3D-CNNPCALinks
Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels
☆10Updated 5 years ago
Alternatives and similar repositories for 3D-CNNPCA
Users that are interested in 3D-CNNPCA are comparing it to the libraries listed below
Sorting:
- ☆25Updated 3 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 6 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 6 years ago
- ☆14Updated 7 years ago
- A bank of training images☆16Updated 4 years ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆22Updated 3 months ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 13 years ago
- Porosity estimation from RW-PINNs☆16Updated 2 years ago
- ☆19Updated 3 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆48Updated 4 years ago
- ☆12Updated 4 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31Updated 3 years ago
- ☆31Updated last year
- Stochastic geological modeling using Markov Random Field and Bayesian Machine Learning☆19Updated 2 years ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆21Updated 2 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆44Updated last year
- A workflow is proposed to efficiently adapt foundation models for cross-domain and cross- task applications in geophysics.☆23Updated 10 months ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆70Updated 5 years ago
- Karst segmentation in 3D seismic images☆17Updated 5 years ago
- Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"☆34Updated 6 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆51Updated 4 years ago
- FlowNet - Data-Driven Reservoir Predictions☆74Updated 3 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆31Updated 2 years ago
- ☆10Updated last year
- A hands-on introduction to self-supervised, blind-spot denoising☆30Updated 2 months ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆131Updated 3 years ago
- Interpolation of seismic data through Deep Priors☆40Updated 2 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆62Updated 2 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆27Updated last year
- A collection of codes with OpenFWI project☆160Updated 9 months ago