Hybrid IFDMB/4D-Var inverse modeling to constrain the spatiotemporal distribution of CO and NO2 emissions using the CMAQ adjoint model J Mun, Y Choi, W Jeon, HC Kim, A Pouyaei, J Jung, S Pan, S Kim, CH Kim, ... Atmospheric Environment, 120490, 2024 | | 2024 |
Quantitative analysis of sulfate formation from crop burning in Northeast China: Unveiling the primary processes and transboundary transport to South Korea D Kim, Y Choi, W Jeon, J Mun, J Park, CH Kim, JW Yoo Atmospheric Research, 107303, 2024 | 1 | 2024 |
Air quality and health co-benefits of vehicle electrification and emission controls in the most populated United States urban hubs: Insights from New York, Los Angeles, Chicago … S Mousavinezhad, Y Choi, N Khorshidian, M Ghahremanloo, M Momeni Science of The Total Environment 912, 169577, 2024 | 1 | 2024 |
Constraining East Asia ammonia emissions through satellite observations and iterative finite difference mass balance (iFDMB) and investigating its impact on inorganic fine … M Momeni, Y Choi, AK Yeganeh, A Pouyaei, J Jung, J Park, ... Environment International, 108473, 2024 | 2 | 2024 |
A 1D CNN-based emulator of CMAQ: Predicting NO2 concentration over the most populated urban regions in Texas M Payami, Y Choi, AK Salman, S Mousavinezhad, J Park, A Pouyaei Artificial Intelligence for the Earth Systems, 2024 | | 2024 |
Assessing the effectiveness of artificial neural networks (ANN) and multiple linear regressions (MLR) in forecasting AQI and PM10 and evaluating health impacts through AirQ+ … SR Shams, S Kalantary, A Jahani, SMP Shams, B Kalantari, D Singh, ... ENVIRONMENTAL POLLUTION 342, 2024 | | 2024 |
Deep-BCSI: A deep learning-based framework for bias correction and spatial imputation of PM2.5 concentrations in South Korea D Singh, Y Choi, J Park, AK Salman, A Sayeed, CH Song Atmospheric Research, 2024 | | 2024 |
Deep learning based emulator for simulating CMAQ surface NO2 levels over the CONUS AK Salman, Y Choi, J Park, S Mousavinezhad, M Payami, M Momeni, ... Atmospheric Environment 316, 2024 | 1 | 2024 |
Transboundary Transport characteristics of PM2.5 produced by crop-burning emissions: Focusing on changes in sulfate concentration D Kim, Y Choi, W Jeon, J Mun, J Park, CH Kim, JW Yoo AGU23, 2023 | | 2023 |
Investigating the Impact of Microclimate on Airborne Particle Dispersion, Including Sneeze Pathogens, in a Poorly Ventilated Urban Outdoor Environment HZ Kia, Y Choi, D Nelson, J Park, A Pouyaei AGU23, 2023 | | 2023 |
Development of Python-based Data Assimilation Framework (PyDAF): Introduction of iterative Finite Difference Mass Balance (iFDMB); Test Case: Constraining East Asia Ammonia … MS Momeni, Y Choi, AK Yeganeh, A Pouyaei, J Jung, J Park, M Shephard, ... AGU23, 2023 | | 2023 |
Deep Learning based Digital Twin for Simulating CMAQ Surface NO2 Levels over the CONUS Y Choi, A Salman, J Park, S Mousavinezhad, M Momeni, M Payami, ... AGU23, 2023 | | 2023 |
Corrigendum to" Assessing the effectiveness of artificial neural networks (ANN) and multiple linear regressions (MLR) in forecasting AQI and PM10 and evaluating health impacts … SR Shams, S Kalantary, A Jahani, SMP Shams, B Kalantari, D Singh, ... Environmental pollution (Barking, Essex: 1987) 342, 123102, 2023 | | 2023 |
Air quality forecasting using big data and machine learning algorithms YS Koo, Y Choi, CH Ho Asia-Pacific Journal of Atmospheric Sciences 59, 529-530, 2023 | | 2023 |
Assessing the effectiveness of artificial neural networks (ANN) and multiple linear regressions (MLR) in forcasting AQI and PM10 and evaluating health impacts through AirQ+ … SR Shams, S Kalantary, A Jahani, SMP Shams, B Kalantari, D Singh, ... Environmental Pollution 338, 122623, 2023 | 2 | 2023 |
Development of deep convolutional neural network ensemble models for 36-month ENSO forecasts Y Lops, Y Choi, S Mousavinezhad, AK Salman, DL Nelson, D Singh Asia-Pacific Journal of Atmospheric Sciences 59 (5), 597-605, 2023 | 4 | 2023 |
Large eddy simulation of sneeze plumes and particles in a poorly ventilated outdoor air condition: A case study of the University of Houston main campus HZ Kia, Y Choi, D Nelson, J Park, A Pouyaei Science of The Total Environment 891, 164694, 2023 | 2 | 2023 |
An Intercomparison of deep-learning methods for super-resolution bias-correction (SRBC) of Indian summer monsoon rainfall (ISMR) using CORDEX-SA simulations D Singh, Y Choi, R Dimri, M Ghahremanloo, A Pouyaei Asia-Pacific Journal of Atmospheric Sciences 59 (4), 495-508, 2023 | 5 | 2023 |
The synergy between deep learning and numerical modeling in estimating NOx emissions at a fine spatiotemporal resolution J Jung, Y Choi, M Ghahremanloo, Y Lops, M Momeni, S Feng, S Pan, ... | | 2023 |
A Comprehensive Approach Combining Positive Matrix Factorization Modeling, Meteorology, and Machine Learning for Source Apportionment of Surface Ozone Precursors: Underlying … D Nelson, Y Choi, B Sadeghi, A Yeganeh, M Ghahremanloo, J Park Environmental Pollution, 2023 | 6 | 2023 |