Yannic Lops

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating probabilistic deep learning methods for uncertainty quantification of temperature downscaling.
Mach. Learn. Sci. Technol.
Yannic Lops, Gemma J. Anderson, Donald D. Lucas, Indrasis Chakraborty, Daniel Galea
2023 J jnl
A Deep Convolutional Neural Network Model for Improving WRF Simulations.
IEEE Trans. Neural Networks Learn. Syst.
Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman
2023 J jnl
Spatiotemporal estimation of TROPOMI NO
Neural Comput. Appl.
Yannic Lops, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, Davyda Hammond
2022 J jnl
Deep learning solver for solving advection-diffusion​ equation in comparison to finite difference methods.
Commun. Nonlinear Sci. Numer. Simul.
Ahmed Khan Salman, Arman Pouyaei, Yunsoo Choi, Yannic Lops, Alqamah Sayeed
2022 J jnl
Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network.
CoRR
Yannic Lops, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, Davyda Hammond
2021 J jnl
Efficient PM
Neural Comput. Appl.
Inchoon Yeo, Yunsoo Choi, Yannic Lops, Alqamah Sayeed
2020 J jnl
A Deep Convolutional Neural Network Model for improving WRF Forecasts.
CoRR
Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman
2020 J jnl
A Novel CMAQ-CNN Hybrid Model to Forecast Hourly Surface-Ozone Concentrations Fourteen Days in Advance.
CoRR
Alqamah Sayeed, Yunsoo Choi, Ebrahim Eslami, Jia Jung, Yannic Lops, Ahmed Khan Salman
2020 J jnl
A data ensemble approach for real-time air quality forecasting using extremely randomized trees and deep neural networks.
Neural Comput. Appl.
Ebrahim Eslami, Ahmed Khan Salman, Yunsoo Choi, Alqamah Sayeed, Yannic Lops
2020 J jnl
A real-time hourly ozone prediction system using deep convolutional neural network.
Neural Comput. Appl.
Ebrahim Eslami, Yunsoo Choi, Yannic Lops, Alqamah Sayeed
2020 J jnl
Real-time 7-day forecast of pollen counts using a deep convolutional neural network.
Neural Comput. Appl.
Yannic Lops, Yunsoo Choi, Ebrahim Eslami, Alqamah Sayeed
2020 J jnl
Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance.
Neural Networks
Alqamah Sayeed, Yunsoo Choi, Ebrahim Eslami, Yannic Lops, Anirban Roy, Jia Jung