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2020 – today
- 2023
[j8]Yannic Lops, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi
, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, Davyda Hammond:
Spatiotemporal estimation of TROPOMI NO2 column with depthwise partial convolutional neural network. Neural Comput. Appl. 35(21): 15667-15678 (2023)- [j7]Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman:
A Deep Convolutional Neural Network Model for Improving WRF Simulations. IEEE Trans. Neural Networks Learn. Syst. 34(2): 750-760 (2023) - 2022
- [j6]Ahmed Khan Salman, Arman Pouyaei, Yunsoo Choi, Yannic Lops, Alqamah Sayeed:
Deep learning solver for solving advection-diffusion equation in comparison to finite difference methods. Commun. Nonlinear Sci. Numer. Simul. 115: 106780 (2022) - [i3]Yannic Lops, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, Davyda Hammond:
Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network. CoRR abs/2204.05917 (2022) - 2021
- [j5]Inchoon Yeo, Yunsoo Choi, Yannic Lops, Alqamah Sayeed:
Efficient PM2.5 forecasting using geographical correlation based on integrated deep learning algorithms. Neural Comput. Appl. 33(22): 15073-15089 (2021) - 2020
- [j4]Ebrahim Eslami, Ahmed Khan Salman, Yunsoo Choi, Alqamah Sayeed, Yannic Lops:
A data ensemble approach for real-time air quality forecasting using extremely randomized trees and deep neural networks. Neural Comput. Appl. 32(11): 7563-7579 (2020) - [j3]Ebrahim Eslami, Yunsoo Choi, Yannic Lops, Alqamah Sayeed:
A real-time hourly ozone prediction system using deep convolutional neural network. Neural Comput. Appl. 32(13): 8783-8797 (2020) - [j2]Yannic Lops, Yunsoo Choi, Ebrahim Eslami, Alqamah Sayeed:
Real-time 7-day forecast of pollen counts using a deep convolutional neural network. Neural Comput. Appl. 32(15): 11827-11836 (2020) - [j1]Alqamah Sayeed, Yunsoo Choi, Ebrahim Eslami, Yannic Lops, Anirban Roy, Jia Jung:
Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance. Neural Networks 121: 396-408 (2020) - [i2]Alqamah Sayeed, Yunsoo Choi, Ebrahim Eslami, Jia Jung, Yannic Lops, Ahmed Khan Salman:
A Novel CMAQ-CNN Hybrid Model to Forecast Hourly Surface-Ozone Concentrations Fourteen Days in Advance. CoRR abs/2008.05987 (2020) - [i1]Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman:
A Deep Convolutional Neural Network Model for improving WRF Forecasts. CoRR abs/2008.06489 (2020)
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