Big Data Explore & Pre-Processing

Using the State-of-the-Art of the Big Data Analyzing based on Python

Pandas, Numpy, & Matplotlib

Machine Learning 
in Nuclear Data

Using the State-of-the-Art of the Machine Learning Technique based on Python

Scikit-Learn, Seaborn, Pandas, & Matplotlib

Deep Learning
in Nuclear Data

Using the State-of-the-Art of the Deep Learning Technique based on Tensorflow & Keras

RNN-LSTM, CNN, GAN,  & DQN

Deep Learning in Nuclear Energy

Big Data Explore & Pre-Processing

Using the State-of-the-Art of the Big Data Analyzing based on Python

Pandas, Numpy, & Matplotlib

Machine Learning 
in Nuclear Data

Using the State-of-the-Art of the Machine Learning Technique based on Python

Scikit-Learn, Seaborn, Pandas, & Matplotlib

Deep Learning
in Nuclear Data

Using the State-of-the-Art of the Deep Learning Technique based on Tensorflow & Keras

RNN-LSTM, CNN, GAN,  & DQN

Design the 
RNN-LSTM
Prediction 
TensorFlow
Model
Deep Learning Research 
Prediction of Fukushima Daiichi Radiation Dose Rate using RNN-LSTM, 2020, CNU
 
Author-Harim Jung
IAEA Publication
Word2Vec Embedding
Machine Learning & Data Visualization
Topic Modeling -2D & 3D
IAEA Publication of Climate Change and Nuclear Power 2018 
Figure out the most frequent words and Correlation & Similarity of the nearest words in the vectorized shape
Word2Vec, Seaborn, Pandas, & Tensorflow

© 2020 by Harim Jung, All rights reserved