luoxinggyyy / MCDDPMLinks
Digital rocks
☆10Updated last year
Alternatives and similar repositories for MCDDPM
Users that are interested in MCDDPM are comparing it to the libraries listed below
Sorting:
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Updated 3 years ago
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆10Updated 4 years ago
- ☆16Updated 2 years ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆20Updated 2 years ago
- A bank of training images☆12Updated 3 years ago
- This is the code for our paper '3D carbonate digital rock reconstruction using PG-GAN' submitted to JGR. The code is modified from the or…☆14Updated 4 years ago
- Unconditional Geomodeling related work (codes, data, and results)☆16Updated 2 years ago
- ☆25Updated 2 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆13Updated 6 years ago
- According to Building realistic structure models to train convolutional neural networks for seismic structural interpretation☆10Updated last year
- this is the code implementation of “Seismic Data Reconstruction Based On Conditional Constraint Diffusion Model”☆21Updated last year
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆19Updated 5 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 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…☆67Updated 5 years ago
- Using geophysical well logs to predict lithology☆10Updated 4 years ago
- The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for …☆21Updated 2 years ago
- this is the code implementation of "SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Rec…☆13Updated 8 months ago
- How to convert segy file to numpy format.☆22Updated 2 years ago
- MPSlib: a C++ class for Multiple-Point based sequential Simulation. To cite this software publication: http://www.sciencedirect.com/scien…☆11Updated 8 years ago
- 3D Fault Segmentation by U-Net☆54Updated 4 years ago
- 2024 TGRS Stochastic Solutions for Simultaneous Seismic Data Denoising and Reconstruction via Score-based Generative Models☆14Updated 6 months ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆11Updated 4 years ago
- A python package for the damped rank reduction method and its variants.☆11Updated 2 months ago
- ☆20Updated 2 years ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆14Updated last year
- Interpolation of seismic data through Deep Priors☆34Updated last year
- Generating seismic data and associated labels to train deep learning networks.☆73Updated 3 months ago
- ☆12Updated 11 months ago
- ResACEUnet: An improved Transformer Unet Model for 3D seismic fault detection☆23Updated 6 months ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆34Updated 12 years ago