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A novel CMAQ-CNN hybrid model to forecast hourly surface-ozone concentrations 14 days in advance.
Sci Rep. 2021 May 25;11(1):10891. doi: 10.1038/s41598-021-90446-6.
Sci Rep. 2021.
PMID: 34035417
Free PMC article.
Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance.
Sayeed A, Choi Y, Eslami E, Lops Y, Roy A, Jung J.
Sayeed A, et al. Among authors: lops y.
Neural Netw. 2020 Jan;121:396-408. doi: 10.1016/j.neunet.2019.09.033. Epub 2019 Sep 28.
Neural Netw. 2020.
PMID: 31604202
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A Deep Convolutional Neural Network Model for Improving WRF Simulations.
Sayeed A, Choi Y, Jung J, Lops Y, Eslami E, Salman AK.
Sayeed A, et al. Among authors: lops y.
IEEE Trans Neural Netw Learn Syst. 2023 Feb;34(2):750-760. doi: 10.1109/TNNLS.2021.3100902. Epub 2023 Feb 3.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 34375287
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A comprehensive study of the COVID-19 impact on PM2.5 levels over the contiguous United States: A deep learning approach.
Ghahremanloo M, Lops Y, Choi Y, Jung J, Mousavinezhad S, Hammond D.
Ghahremanloo M, et al. Among authors: lops y.
Atmos Environ (1994). 2022 Mar 1;272:118944. doi: 10.1016/j.atmosenv.2022.118944. Epub 2022 Jan 14.
Atmos Environ (1994). 2022.
PMID: 35043042
Free PMC article.
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Contributions of meteorology to ozone variations: Application of deep learning and the Kolmogorov-Zurbenko filter.
Sadeghi B, Ghahremanloo M, Mousavinezhad S, Lops Y, Pouyaei A, Choi Y.
Sadeghi B, et al. Among authors: lops y.
Environ Pollut. 2022 Oct 1;310:119863. doi: 10.1016/j.envpol.2022.119863. Epub 2022 Aug 11.
Environ Pollut. 2022.
PMID: 35963387
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Impact of the COVID-19 outbreak on air pollution levels in East Asia.
Ghahremanloo M, Lops Y, Choi Y, Mousavinezhad S.
Ghahremanloo M, et al. Among authors: lops y.
Sci Total Environ. 2021 Feb 1;754:142226. doi: 10.1016/j.scitotenv.2020.142226. Epub 2020 Sep 7.
Sci Total Environ. 2021.
PMID: 33254896
Free PMC article.
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Deep learning mapping of surface MDA8 ozone: The impact of predictor variables on ozone levels over the contiguous United States.
Ghahremanloo M, Choi Y, Lops Y.
Ghahremanloo M, et al. Among authors: lops y.
Environ Pollut. 2023 Jun 1;326:121508. doi: 10.1016/j.envpol.2023.121508. Epub 2023 Mar 24.
Environ Pollut. 2023.
PMID: 36967006
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