Arman Pouyaei

First name

Arman

Last name

Pouyaei

Lops, Yannic, Arman Pouyaei, Yunsoo Choi, Jia Jung, Ahmed Kahn Salman, and Alqamah Sayeed. 2021. “Application of a Partial Convolutional Neural Network for Estimating Geostationary Aerosol Optical Depth Data”. Geophysical Research Letters, e2021GL093096.

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Pouyaei, Arman, Paul Ginoux, Daniel S Ward, Yan Yu, and Larry W Horowitz. 2024. “Implementation of Dynamic Fire Injection Height in GFDL’s Atmospheric Model (AM4. 0): Impacts on Aerosol Profiles and Radiation”. Authorea Preprints. Authorea.

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Jung, Jia, Yunsoo Choi, Seyedali Mousavinezhad, Daiwen Kang, Jincheol Park, Arman Pouyaei, Masoud Ghahremanloo, Mahmoudreza Momeni, and Hyuncheol Kim. 2022. “Changes in the Ozone Chemical Regime over the Contiguous United States Inferred by the Inversion of NOx and VOC Emissions Using Satellite Observation”. Atmospheric Research 270. Elsevier: 106076.

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Khorshidian, Nima, Yunsoo Choi, Seyedali Mousavinezhad, Arman Pouyaei, Jincheol Park, and Jiwen Fan. 2024. “Comparing the Interactions Between Particulate Matter and Cloud Properties over Two Populated Cities in Texas Using WRF-Chem Fine-Resolution Modeling”. Atmospheric Environment 338. Pergamon: 120795.

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Salman, Ahmed Khan, Arman Pouyaei, Yunsoo Choi, Yannic Lops, and Alqamah Sayeed. 2022. “Deep Learning Solver for Solving advection–diffusion Equation in Comparison to Finite Difference Methods”. Communications in Nonlinear Science and Numerical Simulation 115. Elsevier: 106780.

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Sadeghi, Bavand, Arman Pouyaei, Yunsoo Choi, and Bernhard Rappenglueck. 2022. “Influence of Seasonal Variability on Source Characteristics of VOCs at Houston Industrial Area”. Atmospheric Environment 277. Pergamon: 119077.

Reference Link
Pouyaei, Arman, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Mahmoudreza Momeni, and Chul Han Song. 2022. “Investigating the Long-Range Transport of Particulate Matter in East Asia: Introducing a New Lagrangian Diagnostic Tool”. Atmospheric Environment 278. Pergamon: 119096.

Reference Link
Lops, Yannic, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, and Davyda Hammond. 2023. “Spatiotemporal Estimation of TROPOMI NO2 Column With Depthwise Partial Convolutional Neural Network”. Neural Computing and Applications 35. Springer London London: 15667–15678.

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Park, Jincheol, Jia Jung, Yunsoo Choi, Seyedali Mousavinezhad, and Arman Pouyaei. 2022. “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”. Environmental Pollution 306. Elsevier: 119419.

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Sadeghi, Bavand, Masoud Ghahremanloo, Seyedali Mousavinezhad, Yannic Lops, Arman Pouyaei, and Yunsoo Choi. 2022. “Contributions of Meteorology to Ozone Variations: Application of Deep Learning and the Kolmogorov-Zurbenko Filter”. Environmental Pollution 310. Elsevier: 119863.

Reference Link
Sayeed, Alqamah, Yunsoo Choi, Arman Pouyaei, Yannic Lops, Jia Jung, and Ahmed Khan Salman. 2022. “CNN-Based Model for the Spatial Imputation (CMSI Version 1.0) of in-Situ Ozone and PM2. 5 Measurements”. Atmospheric Environment 289. Pergamon: 119348.

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Mousavinezhad, Seyedali, Masoud Ghahremanloo, Yunsoo Choi, Arman Pouyaei, Nima Khorshidian, and Bavand Sadeghi. 2023. “Surface Ozone Trends and Related Mortality across the Climate Regions of the Contiguous United States During the Most Recent Climate Period, 1991–2020”. Atmospheric Environment 300. Pergamon: 119693.

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Kia, Hadi Zanganeh, Yunsoo Choi, Delaney Nelson, Jincheol Park, and Arman Pouyaei. 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”. Science of The Total Environment 891. Elsevier: 164694.

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Momeni, Mahmoudreza, Yunsoo Choi, Arash Kashfi Yeganeh, Arman Pouyaei, Jia Jung, Jincheol Park, Mark W Shephard, Enrico Dammers, and Karen E Cady-Pereira. 2024. “Constraining East Asia Ammonia Emissions through Satellite Observations and Iterative Finite Difference Mass Balance (iFDMB) and Investigating Its Impact on Inorganic Fine Particulate Matter”. Environment International 184. Pergamon: 108473.

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Pouyaei, Arman, Bavand Sadeghi, Yunsoo Choi, Jia Jung, Amir H Souri, Chun Zhao, and Chul Han Song. 2021. “Development and Implementation of a Physics-Based Convective Mixing Scheme in the CMAQ Modeling Framework”. Journal of Advances in Modeling Earth Systems 13. Wiley: e2021MS002475.

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Singh, Deveshwar, Yunsoo Choi, Rijul Dimri, Masoud Ghahremanloo, and Arman Pouyaei. 2023. “An Intercomparison of Deep-Learning Methods for Super-Resolution Bias-Correction (SRBC) of Indian Summer Monsoon Rainfall (ISMR) Using CORDEX-SA Simulations”. Asia-Pacific Journal of Atmospheric Sciences 59. Korean Meteorological Society Seoul: 495–508.

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Pouyaei, Arman, Yunsoo Choi, Jia Jung, Bavand Sadeghi, and Chul Han Song. 2020. “Concentration Trajectory Route of Air Pollution With an Integrated Lagrangian Model (C-TRAIL Model v1. 0) Derived from the Community Multiscale Air Quality Modeling (CMAQ Model v5. 2)”. Geoscientific Model Development 13. Copernicus GmbH: 3489–3505.

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Pouyaei, Arman, Arthur P Mizzi, Yunsoo Choi, Seyedali Mousavinezhad, and Nima Khorshidian. 2023. “Downwind Ozone Changes of the 2019 Williams Flats Wildfire: Insights from WRF-Chem DART Assimilation of OMI NO2, HCHO, and MODIS AOD Retrievals”. Journal of Geophysical Research: Atmospheres 128: e2022JD038019.

Reference Link
Mousavinezhad, Seyedali, Yunsoo Choi, Arman Pouyaei, Masoud Ghahremanloo, and Delaney L Nelson. 2021. “A Comprehensive Investigation of Surface Ozone Pollution in China, 2015–2019: Separating the Contributions from Meteorology and Precursor Emissions”. Atmospheric Research 257. Elsevier: 105599.

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Payami, Mahsa, Yunsoo Choi, Ahmed Khan Salman, Seyedali Mousavinezhad, Jincheol Park, and Arman Pouyaei. 2024. “A 1D CNN-Based Emulator of CMAQ: Predicting NO 2 Concentration over the Most Populated Urban Regions in Texas”. Artificial Intelligence for the Earth Systems 3. American Meteorological Society: e230055.

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Sadeghi, Bavand, Arman Pouyaei, Yunsoo Choi, and Bernhard Rappenglueck. 2021. “Measurement Report: Summertime and Wintertime VOCs in Houston: Source Apportionment and Spatial Distribution of Source Origins”. Atmospheric Chemistry and Physics Discussions 2021. Göttingen, Germany: 1–27.

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Moon, Jeonghyeok, Yunsoo Choi, Wonbae Jeon, Hyun Cheol Kim, Arman Pouyaei, Jia Jung, Shuai Pan, et al. 2024. “Hybrid IFDMB 4D-Var Inverse Modeling to Constrain the Spatiotemporal Distribution of CO and NO2 Emissions Using the CMAQ Adjoint Model”. Atmospheric Environment 327. Pergamon: 120490.

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