Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance A Sayeed, Y Choi, E Eslami, Y Lops, A Roy, J Jung Neural Networks 121, 396-408, 2020 | 124 | 2020 |
The impact of the direct effect of aerosols on meteorology and air quality using aerosol optical depth assimilation during the KORUS‐AQ campaign J Jung, AH Souri, DC Wong, S Lee, W Jeon, J Kim, Y Choi Journal of Geophysical Research: Atmospheres 124 (14), 8303-8319, 2019 | 64 | 2019 |
Bias correcting and extending the PM forecast by CMAQ up to 7 days using deep convolutional neural networks A Sayeed, Y Lops, Y Choi, J Jung, AK Salman Atmospheric Environment 253, 118376, 2021 | 56 | 2021 |
Shared use of electric autonomous vehicles: Air quality and health impacts of future mobility in the United States S Pan, LM Fulton, A Roy, J Jung, Y Choi, HO Gao Renewable and Sustainable Energy Reviews 149, 111380, 2021 | 47 | 2021 |
A novel CMAQ-CNN hybrid model to forecast hourly surface-ozone concentrations 14 days in advance A Sayeed, Y Choi, E Eslami, J Jung, Y Lops, AK Salman, JB Lee, HJ Park, ... Scientific reports 11 (1), 10891, 2021 | 47 | 2021 |
Concentration trajectory route of air pollution with an integrated Lagrangian model (C-TRAIL model v1. 0) derived from the community Multiscale Air quality model (CMAQ model v5. 2) A Pouyaei, Y Choi, J Jung, B Sadeghi, CH Song Geoscientific Model Development 13 (8), 3489-3505, 2020 | 38 | 2020 |
Air quality implications of COVID-19 in California S Pan, J Jung, Z Li, X Hou, A Roy, Y Choi, HO Gao Sustainability 12 (17), 7067, 2020 | 35 | 2020 |
A comprehensive study of the COVID-19 impact on PM2. 5 levels over the contiguous United States: A deep learning approach M Ghahremanloo, Y Lops, Y Choi, J Jung, S Mousavinezhad, ... Atmospheric Environment 272, 118944, 2022 | 34 | 2022 |
Application of a partial convolutional neural network for estimating geostationary aerosol optical depth data Y Lops, A Pouyaei, Y Choi, J Jung, AK Salman, A Sayeed Geophysical Research Letters 48 (15), e2021GL093096, 2021 | 30 | 2021 |
A deep convolutional neural network model for improving WRF simulations A Sayeed, Y Choi, J Jung, Y Lops, E Eslami, AK Salman IEEE Transactions on Neural Networks and Learning Systems 34 (2), 750-760, 2021 | 29 | 2021 |
Impacts of the large-scale use of passenger electric vehicles on public health in 30 US. metropolitan areas S Pan, W Yu, LM Fulton, J Jung, Y Choi, HO Gao Renewable and Sustainable Energy Reviews 173, 113100, 2023 | 25 | 2023 |
The Impact of Springtime‐Transported Air Pollutants on Local Air Quality With Satellite‐Constrained NOx Emission Adjustments Over East Asia J Jung, Y Choi, AH Souri, S Mousavinezhad, A Sayeed, K Lee Journal of Geophysical Research: Atmospheres 127 (5), e2021JD035251, 2022 | 25 | 2022 |
Role of sea fog over the Yellow Sea on air quality with the direct effect of aerosols J Jung, Y Choi, DC Wong, D Nelson, S Lee Journal of Geophysical Research: Atmospheres 126 (5), e2020JD033498, 2021 | 21 | 2021 |
Changes in the ozone chemical regime over the contiguous United States inferred by the inversion of NOx and VOC emissions using satellite observation J Jung, Y Choi, S Mousavinezhad, D Kang, J Park, A Pouyaei, ... Atmospheric research 270, 106076, 2022 | 19 | 2022 |
Development and implementation of a physics‐based convective mixing scheme in the community Multiscale Air quality modeling framework A Pouyaei, B Sadeghi, Y Choi, J Jung, AH Souri, C Zhao, CH Song Journal of Advances in Modeling Earth Systems 13 (6), e2021MS002475, 2021 | 17 | 2021 |
High-resolution wind simulation over Incheon international airport with the Unified Model’s Rose Nesting Suite from KMA operational forecasts V Prasanna, HW Choi, J Jung, YG Lee, BJ Kim Asia-Pacific Journal of Atmospheric Sciences 54, 187-203, 2018 | 17 | 2018 |
Investigating the regional difference of aerosol feedback effects over South Korea using the WRF-CMAQ two-way coupled modeling system JW Yoo, W Jeon, SY Park, C Park, J Jung, SH Lee, HW Lee Atmospheric Environment 218, 116968, 2019 | 15 | 2019 |
Response of Hurricane Harvey’s rainfall to anthropogenic aerosols: A sensitivity study based on spectral bin microphysics with simulated aerosols AH Souri, Y Choi, JK Kodros, J Jung, J Shpund, JR Pierce, BH Lynn, ... Atmospheric Research 242, 104965, 2020 | 14 | 2020 |
The sensitivities of ozone and PM2. 5 concentrations to the satellite-derived leaf area index over East Asia and its neighboring seas in the WRF-CMAQ modeling system J Park, J Jung, Y Choi, S Mousavinezhad, A Pouyaei Environmental Pollution 306, 119419, 2022 | 12 | 2022 |
Investigating the long-range transport of particulate matter in East Asia: Introducing a new Lagrangian diagnostic tool A Pouyaei, Y Choi, J Jung, S Mousavinezhad, M Momeni, CH Song Atmospheric Environment 278, 119096, 2022 | 12 | 2022 |