leoATxinyu

3D-GMPDCNN

Some code of the implements of Geological Modeling Using 3D Pixel-Adaptive and Deformable Convolutional Neural Network

ArbSR

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

Bayesian_Seismic_Inversion

The class computes the Bayesian Seismic Inversion results . Some modules are missing due to its proprietary natures, updates with an executable file is coming soon.

Blueing-Reflectivity-Integration-BRI-

Seismic Spectral Enhancement Technique

CNN-for-ASI

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

CNN_for_faults_mapping_on_LQ_seis

Convolutional neural network(CNN) for tectonic faults mapping on low-quality seismic data

CNN_seismic_facies_classification

dtw

Code to perform dynamic time warping on geological time series data

geo-selection-inversion

Implementation and demo for "Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios" by Mohd-Razak and Jafarpour (2020) as published in Computational Geosciences.

TgNN-Surrogate

The construction of TgNN surrogate

leoATxinyu/Blueing-Reflectivity-Integration-BRI-

Seismic Spectral Enhancement Technique

leoATxinyu/CNN_for_faults_mapping_on_LQ_seis

Convolutional neural network(CNN) for tectonic faults mapping on low-quality seismic data

leoATxinyu/DDPM-for-seismic-denoising

leoATxinyu/deep-seismic-regularizer

Deep learning based regularizers for seismic inversion

leoATxinyu/DeepDenoiser

DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

leoATxinyu/facies_classification_benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

leoATxinyu/first_breaks_picking

First break picking in seismic gather

leoATxinyu/GCNTimeseriesRegression

Github page for: Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data

leoATxinyu/GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction

A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.

leoATxinyu/GNP-WGAN

GNP-WGAN: Generative Non-Local A Priori Augmented Wasserstein Generative Adversarial Networks for Seismic Data Reconstruction

leoATxinyu/MTC-LoGANv2-CNN

This is a repository for scripts used in the manuscript "Deep Semi-Supervised Learning Using Generative Adversarial Networks for Automated Seismic Facies Classification of Mass Transport Complex .", submitted to Computers and Geosciences

leoATxinyu/NPP_mesh_generator

Python script using Gmsh library for parametric 3D mesh generation (generates a mesh.msh2 file) of a Nuclear Power Plant on soil, optionally surrounded by Seismic Resonant Metamaterials

leoATxinyu/ntse-lstm

Source code of the paper entitled as "Noise-tolerant Self-embedded LSTM for Seismic Event Classification"

leoATxinyu/PCNN-SH2d

The demo code for "Physics-enhanced neural networks for half-space seismic wave modeling"

leoATxinyu/RBFinterpolation

C++ code for RBF training and interpolation used in the CIFDP project

leoATxinyu/Reconstruction

this is the code implementation of “Seismic Data Reconstruction Based On Conditional Constraint Diffusion Model”

leoATxinyu/ResACEUnet

ResACEUnet: An improved Transformer Unet Model for 3D seismic fault detection

leoATxinyu/SAM-for-Seismic-

SAM-based segmentation tool for Seismic data

leoATxinyu/seisextractor

Seismic data extraction from multiple SEG-Y files along several wells with given coordinates in csv-file

leoATxinyu/SeisFusion

this is the code implementation of "SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction"

leoATxinyu/seismic-zfp

Compress and decompress seismic data

leoATxinyu/Seismic_AVO_Inversion

Seismic pre-stack data AVO three terms inversion

leoATxinyu/seismic_modeling

SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain

leoATxinyu/self-supervised-3-DPCNN

Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data

leoATxinyu/SeReMpy

Seismic Reservoir Modeling Python package

leoATxinyu/SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

leoATxinyu/Synthetic_Seismic_gen

Generating synthetic seismic with different rock phyiscs models

leoATxinyu/TGS-Image-Segmentation

Semantic Segmentation of seismic images of Salt and Sediment Classes

leoATxinyu/VI-Non-IID

Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise Modeling

leoATxinyu/W-NetGAN

W-Net GAN algorithm for seismic inversion to facies and example applications