Yannic Lops

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Autoregressive Conditional Heteroscedasticity

Top Venues

Neural Comput. Appl.

IEEE Trans. Neural Networks Learn. Syst.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Yannic Lops, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, Davyda Hammond
column with depthwise partial convolutional neural network. Neural Comput. Appl. 35 (21) (2023)
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) (2023)
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 (2022)
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 (2022)
Inchoon Yeo, Yunsoo Choi, Yannic Lops, Alqamah Sayeed
forecasting using geographical correlation based on integrated deep learning algorithms. Neural Comput. Appl. 33 (22) (2021)
Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman
A Deep Convolutional Neural Network Model for improving WRF Forecasts. CoRR (2020)
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) (2020)
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) (2020)
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) (2020)
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 (2020)
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 (2020)