| The use of artificial intelligence (AI) methods in the prediction of thermal comfort in buildings: Energy implications of AI-based thermal comfort controls J Ngarambe, GY Yun, M Santamouris Energy and Buildings 211, 109807, 2020 | 199 | 2020 |
| Exploring the relationship between particulate matter, CO, SO2, NO2, O3 and urban heat island in Seoul, Korea J Ngarambe, SJ Joen, CH Han, GY Yun Journal of Hazardous Materials 403, 123615, 2021 | 97 | 2021 |
| Predicting the magnitude and the characteristics of the urban heat island in coastal cities in the proximity of desert landforms. The case of Sydney GY Yun, J Ngarambe, PN Duhirwe, G Ulpiani, R Paolini, S Haddad, ... Science of The Total Environment 709, 136068, 2020 | 76 | 2020 |
| Using deep-learning to forecast the magnitude and characteristics of urban heat island in Seoul Korea JW Oh, J Ngarambe, PN Duhirwe, GY Yun, M Santamouris Scientific reports 10 (1), 3559, 2020 | 60 | 2020 |
| Synergies between urban heat island and heat waves in Seoul: The role of wind speed and land use characteristics J Ngarambe, J Nganyiyimana, I Kim, M Santamouris, GY Yun PLoS One 15 (12), e0243571, 2020 | 57 | 2020 |
| Influences of wind speed, sky conditions, land use and land cover characteristics on the magnitude of the urban heat island in Seoul: An exploratory analysis J Ngarambe, JW Oh, MA Su, M Santamouris, GY Yun Sustainable Cities and Society 71, 102953, 2021 | 51 | 2021 |
| Prediction of indoor clothing insulation levels: A deep learning approach J Ngarambe, GY Yun, G Kim Energy and Buildings 202, 109402, 2019 | 42 | 2019 |
| Comparative performance of machine learning algorithms in the prediction of indoor daylight illuminances J Ngarambe, A Irakoze, GY Yun, G Kim Sustainability 12 (11), 4471, 2020 | 41 | 2020 |
| Empirical evidence on the impact of urban overheating on building cooling and heating energy consumption MA Su, J Ngarambe, M Santamouris, GY Yun Iscience 24 (5), 2021 | 40 | 2021 |
| The reality of light pollution: a field survey for the determination of lighting environmental management zones in South Korea HS Lim, J Ngarambe, JT Kim, G Kim Sustainability 10 (2), 374, 2018 | 38 | 2018 |
| Light pollution: is there an environmental Kuznets curve? J Ngarambe, HS Lim, G Kim Sustainable cities and society 42, 337-343, 2018 | 30 | 2018 |
| A review on the current usage of machine learning tools for daylighting design and control J Ngarambe, I Adilkhanova, B Uwiragiye, GY Yun Building and Environment 223, 109507, 2022 | 29 | 2022 |
| Recent advances in black box and white-box models for urban heat island prediction: Implications of fusing the two methods I Adilkhanova, J Ngarambe, GY Yun Renewable and Sustainable Energy Reviews 165, 112520, 2022 | 29 | 2022 |
| Sustainable lighting policies: the contribution of advertisement and decorative lighting to local light pollution in Seoul, South Korea J Ngarambe, G Kim Sustainability 10 (4), 1007, 2018 | 29 | 2018 |
| A comparative study on current outdoor lighting policies in China and Korea: A step toward a sustainable nighttime environment W Guanglei, J Ngarambe, G Kim Sustainability 11 (14), 3989, 2019 | 23 | 2019 |
| Influence of tree canopy coverage and leaf area density on urban heat island mitigation A Tamaskani Esfehankalateh, J Ngarambe, GY Yun Sustainability 13 (13), 7496, 2021 | 20 | 2021 |
| Effects of changing air temperature at different sleep stages on the subjective evaluation of sleep quality J Ngarambe, GY Yun, K Lee, Y Hwang Sustainability 11 (5), 1417, 2019 | 12 | 2019 |
| Influences of spectral power distribution on circadian energy, visual comfort and work performance J Ngarambe, I Kim, GY Yun Sustainability 13 (9), 4852, 2021 | 11 | 2021 |
| The impact of urban warming on the mortality of vulnerable populations in Seoul J Ngarambe, M Santamouris, GY Yun Sustainability 14 (20), 13452, 2022 | 9 | 2022 |
| Energy-efficient virtual sensor-based deep reinforcement learning control of indoor CO2 in a kindergarten PN Duhirwe, J Ngarambe, GY Yun Frontiers of Architectural Research 12 (2), 394-409, 2023 | 8 | 2023 |
