lulu-313 / 1DCNN_Classifier
采用试井压力导数曲线作为训练数据进行油藏模型分类,通过keras构造分类模型
☆11Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for 1DCNN_Classifier
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆46Updated 3 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 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…☆129Updated 2 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 3 years ago
- Time series forecasting (TSF) is the task of predicting future values of a given sequence using historical data. Recently, this task has …☆33Updated 5 years ago
- Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders☆65Updated 2 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆14Updated 3 years ago
- Prediction of Equinor Volve well logs Data☆16Updated 4 years ago
- Neural network based petrophysical property inversion☆34Updated 4 years ago
- ☆40Updated 4 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☆67Updated 2 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆10Updated 3 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆13Updated 3 years ago
- Exploration of machine learning in geoscience use cases☆73Updated 6 months ago
- Papers related to Deep Learning, GANs, applied to seismic☆30Updated 4 years ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆13Updated last year
- Synchrosqueezing Generalized Phase-shifting S-Transform☆14Updated 5 months ago
- Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Genera…☆10Updated 3 years ago
- This repository contains MATLAB scripts and sample seismic data for appying seismid denoising proposed in: "Hybrid Seismic Denoising Usin…☆38Updated 2 years ago
- Estimate Core-based Permeability from NMR well log data☆20Updated 3 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 2 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆16Updated 3 years ago
- Practicing machine learning (from scratch) with Python 🐍☆15Updated 2 years ago
- A Python module to train and apply a denoising autoencoder to seismological data☆19Updated 9 months ago
- DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks☆186Updated last year
- We have developed a simple, 1 layer neural network to estimate Rock Types☆17Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆66Updated 2 years ago
- Tools to denoise the seismic signal☆23Updated last year
- ☆10Updated 2 years ago
- 声发射信号处理与识别☆62Updated 4 years ago