Patrick Nzivugira Duhirwe

Using deep-learning to forecast the magnitude and characteristics of urban heat island in Seoul Korea

Jin Woo Oh, Jack Ngarambe, Patrick Nzivugira Duhirwe et al. · Scientific Reports · 2020 · 120 citations · Full text

Natural Sciences, Meteorology, Atmospheric Science +15

Predicting the magnitude and the characteristics of the urban heat island in coastal cities in the proximity of desert landforms. The case of Sydney

Geun Young Yun, Jack Ngarambe, Patrick Nzivugira Duhirwe et al. · The Science of The Total Environment · 2019 · 106 citations

Natural Sciences, Geography, Physical Geography +14

Meteorological influence on forecasting urban pollutants: Long-term predictability versus extreme events in a spatially heterogeneous urban ecosystem

Giulia Ulpiani, Patrick Nzivugira Duhirwe, Geun Young Yun et al. · The Science of The Total Environment · 2021 · 26 citations

Natural Sciences, Environmental Sciences, Meteorology +17

Energy-efficient virtual sensor-based deep reinforcement learning control of indoor CO2 in a kindergarten

Patrick Nzivugira Duhirwe, Jack Ngarambe, Geun Young Yun · Frontiers of Architectural Research · 2022 · 16 citations · Full text

Architecture, Building Science, Computer Science +17

A novel deep learning‐based integrated photovoltaic, energy storage system and electric heat pump system: Optimising energy usage and costs

Patrick Nzivugira Duhirwe, Jun Kwon Hwang, Jack Ngarambe et al. · International Journal of Energy Research · 2021 · 15 citations

Engineering, Building Science, Energy Management +16