leilin1995 / MWLT-Transformer-based-Missing-Well-Log-PredictionLinks
This is a repository for the paper "Transformer-based Missing Well Log Prediction".
☆16Updated last year
Alternatives and similar repositories for MWLT-Transformer-based-Missing-Well-Log-Prediction
Users that are interested in MWLT-Transformer-based-Missing-Well-Log-Prediction are comparing it to the libraries listed below
Sorting:
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆53Updated last year
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆12Updated 4 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
- Neural network based petrophysical property inversion☆39Updated 5 years ago
- 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…☆49Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆72Updated 3 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆24Updated 3 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆21Updated 11 months ago
- Using Convolution Neural Network for Seismic Fault Mapping☆18Updated 4 years ago
- Tutorial material for self-supervised blind-spot and blind-mask denoising for random and coherent noise, respectively.☆15Updated last year
- StorSeismic: An approach to pre-train a neural network to store seismic data features☆30Updated 2 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Seismic Foundation Model☆118Updated 9 months ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆18Updated 6 years ago
- 开源的测井数据集 Open source well logging data set 适用于机器学习分析地下储层岩性识别与分类☆83Updated 3 years ago
- This is for AI prediction using seismic attributes☆24Updated 5 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- 人工智能在石油测井上的应用包括采用机器学习，深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆157Updated 4 months ago
- ☆38Updated 4 years ago
- Automated Well-Tie☆33Updated 2 years ago
- T21 tutorial using Volve data☆33Updated 2 years ago
- Seismic data processing with ML and deep learning☆67Updated 5 years ago
- Create synthetic seismic volumes with various labelled river channels.☆14Updated 2 months ago
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆12Updated last year
- Convolutional neural network for seismic impedance inversion☆86Updated 5 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆42Updated 6 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆34Updated 5 years ago