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Chang-Hoi Ho

Research Associate
Hye-Ryun Oh
Minhee Chang

Jin-Woo Heo
Hung Ming Cheung
Ingyu Park
Dong-Gyu Hyeon
Ka-Young Kim
Seungwoo Yoo

Past Members

Ph.D. Course : Ingyu Park

Tel: 82-2-880-5705
Fax: 82-2-876-6795
Email: pirm99@cpl.snu.ac.kr

2017.2 B.S. in Department of Atmospheric Science, Kongju National University, Korea.

Research Interest
My research interest is predicting air quality using a deep learning.
Nowadays machine learning gets a lot of attention from many people in a field such as picture classification, stock market prediction, generative data, and so on.
I am using recurrent neural network that can adjust to time flow for a prediction of particulate matter.
In the future, I have a plan to use a convolutional neural network and generative adversarial network based on meteorological field.
These machine learning techniques are applied to atmospheric pattern analysis

Chang-Hoi Ho, Ingyu Park, Hye-Ryun Oh, Hyeon-Ju Gim, Sun-Kyong Hur, Jinwon Kim, Dae-Ryun Choi, 2021, Development of a PM2.5 prediction model using a recurrent neural network algorithm for the Seoul metropolitan area, Republic of Korea, Atmospheric Environment, 245, 118021

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