kasyful

3D-Seismic-Image-Fault-Segmentation

3D Fault Segmentation by U-Net

carbon-capture-and-storage

Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will be presented in EAGE 2020 Amsterdam.

CNNforFaultInterpretation

Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset

data-mining-PDF

facies-classification---CNN

Bayesian Convolutional Neural Networks for Seismic Facies Classification

Facies-classification-from-well-logs

Application of machine learning methods to the problem of facies classification from well logs (With data preproccesing)

Fault-Detection-Using-Deep-Learning-Classification

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.

faultSeg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

kasyful

Config files for my GitHub profile.

Learning-Pandas-Second-Edition

Learning pandas, Second Edition, published by Packt

kasyful/CNNforFaultInterpretation

Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset

kasyful/3D-Seismic-Image-Fault-Segmentation

3D Fault Segmentation by U-Net

kasyful/carbon-capture-and-storage

Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will be presented in EAGE 2020 Amsterdam.

kasyful/data-mining-PDF

kasyful/facies-classification---CNN

Bayesian Convolutional Neural Networks for Seismic Facies Classification

kasyful/Facies-classification-from-well-logs

Application of machine learning methods to the problem of facies classification from well logs (With data preproccesing)

kasyful/Fault-Detection-Using-Deep-Learning-Classification

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.

kasyful/faultSeg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

kasyful/kasyful

Config files for my GitHub profile.

kasyful/Learning-Pandas-Second-Edition

Learning pandas, Second Edition, published by Packt

kasyful/matlab-schemer

Apply and save color schemes in MATLAB with ease.

kasyful/matlab-t-ML

kasyful/ML_well_log

The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.

kasyful/segyio

Fast Python library for SEGY files.

kasyful/segyio-notebooks

Notebooks with examples and demos of segyio

kasyful/seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

kasyful/Seismic-Fault-Detection

Aim is to find out the faulty seismic images from the data.

kasyful/seismic-transfer-learning

Deep-learning seismic facies on state-of-the-art CNN architectures

kasyful/seismic_deep_learning

A couple of python scripts to interpret geological structures from geophysical images using deep learning

kasyful/SeismicPro

Seismic data processing with ML and deep learning

kasyful/seismiqb

Seismic data interpretation with deep learning

kasyful/SFD-CNN-TL

Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data -- Authors: Augusto Cunha, Axelle Pochet, Helio Lopes, Marcelo Gattass