DeanLym / 3D-CNNPCALinks
Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels
☆10Updated 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
Sorting:
- ☆25Updated 3 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 6 years ago
- A bank of training images☆14Updated 4 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆33Updated 12 years ago
- ☆18Updated 2 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆47Updated 4 years ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆21Updated 2 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20Updated 6 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆69Updated 5 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 3 years ago
- FlowNet - Data-Driven Reservoir Predictions☆72Updated 2 years ago
- Generating seismic data and associated labels to train deep learning networks.☆87Updated 6 months ago
- ☆13Updated 6 years ago
- Our project revolutionizes seismic image interpretation with advanced deep learning, using Convolutional Neural Networks (CNNs) to automa…☆17Updated last year
- Porosity estimation from RW-PINNs☆13Updated 2 years ago
- ☆29Updated last year
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 6 years ago
- A workflow is proposed to efficiently adapt foundation models for cross-domain and cross- task applications in geophysics.☆21Updated 6 months ago
- CCSNet: a deep learning modeling suite for CO2 storage☆24Updated last year
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆27Updated 2 years ago
- ☆11Updated 3 years ago
- ☆41Updated 5 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆50Updated 4 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆59Updated 2 years ago
- Spatial modeling using machine learning concepts☆87Updated last week
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆39Updated 11 months ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆128Updated 2 years ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆19Updated 2 years ago
- How to convert segy file to numpy format.☆26Updated 2 years ago
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Updated 3 years ago