Intercomparison of Deep-learning based Super-Resolution Bias-Correction (SRBC) methods for Indian Summer Monsoon Rainfall using CORDEX-SA climatic simulation

Deveshwar SinghㆍYunsoo Choi

Department of Earth and Atmospheric Sciences, University of Houston

A Coupled Deep Learning Model for Estimating Surface NO2 Levels from Remote Sensing Data: 15-Year Study Over the Contiguous United States

Masoud GhahremanlooㆍYannic LopsㆍYunsoo Choi

Department of Earth and Atmospheric Sciences, University of Houston, Houston, TX, USA, 77004

Deep Learning Solver for solving Advection-Diffusion Equation in comparison to Finite Difference Methods

Ahmed Khan SalmanㆍArman PouyaeiㆍYunsoo ChoiㆍYannic Lops ㆍAlqamah Sayeed

Department of Earth and Atmospheric Sciences, University of Houston

Untangling the contribution of input parameters to an artificial intelligence PM2.5 forecast model using the layer-wise relevance propagation method

Dasol Kim¹ㆍChang-Hoi Ho²ㆍDeveshwar Singh²ㆍJinwon Kim³ㆍLim-Seok Chang⁴ㆍMin-Hyeok Choi⁴

¹Department of Geography, University of Florida
²School of Earth and Environmental Sciences, Seoul National University
³National Institute of Meteorological Sciences
⁴National Institute of Environmental Research

PM2.5 Image enhancement using GAN and Convolution-LSTM

Ji-Seok KooㆍHee-yong Kwon

Department of Computer Engineering, Anyang University

Sequence Processing Convolutional Long Short-Term Memory for PM2.5 Prediction of Fine Dust Concentration

Joon-Min LeeㆍKyung-Tae KimㆍJae-Young Choi

Pattern Recognition and Machine Intelligence (PMI) Lab, Department of Computer Engineering, Hankuk University of Foreign Studies