Optimal control of HVAC and window systems for natural ventilation through reinforcement learning Y Chen, LK Norford, HW Samuelson, A Malkawi Energy and Buildings 169, 195-205, 2018 | 315 | 2018 |
Transfer learning with deep neural networks for model predictive control of HVAC and natural ventilation in smart buildings Y Chen, Z Tong, Y Zheng, H Samuelson, L Norford Journal of Cleaner Production 254, 119866, 2020 | 231 | 2020 |
Parametric energy simulation in early design: High-rise residential buildings in urban contexts H Samuelson, S Claussnitzer, A Goyal, Y Chen, A Romo-Castillo Building and Environment 101, 19-31, 2016 | 221 | 2016 |
Achieving natural ventilation potential in practice: Control schemes and levels of automation Y Chen, Z Tong, W Wu, H Samuelson, A Malkawi, L Norford Applied energy 235, 1141-1152, 2019 | 118 | 2019 |
Integrated design workflow and a new tool for urban rainwater management Y Chen, HW Samuelson, Z Tong Journal of environmental management 180, 45-51, 2016 | 116 | 2016 |
Modelling an existing building in DesignBuilder/EnergyPlus: custom versus default inputs H A Wasilowski, C F Reinhart Building Simulation 2009 11, 1252-1259, 2009 | 85 | 2009 |
Learning by playing–teaching energy simulation as a game CF Reinhart, T Dogan, D Ibarra, HW Samuelson Journal of Building Performance Simulation 5 (6), 359-368, 2012 | 74 | 2012 |
Housing as a critical determinant of heat vulnerability and health H Samuelson, A Baniassadi, A Lin, PI González, T Brawley, T Narula Science of the total environment 720, 137296, 2020 | 73 | 2020 |
Using recurrent neural networks for localized weather prediction with combined use of public airport data and on-site measurements JM Han, YQ Ang, A Malkawi, HW Samuelson Building and Environment 192, 107601, 2021 | 67 | 2021 |
The impact of window opening and other occupant behavior on simulated energy performance in residence halls JG Cedeno Laurent, HW Samuelson, Y Chen Building Simulation 10, 963-976, 2017 | 53 | 2017 |
Window view quality: why it matters and what we should do WH Ko, S Schiavon, S Altomonte, M Andersen, A Batool, W Browning, ... Leukos 18 (3), 259-267, 2022 | 46 | 2022 |
Analysis of a simplified calibration procedure for 18 design-phase building energy models HW Samuelson, A Ghorayshi, CF Reinhart Journal of Building Performance Simulation 9 (1), 17-29, 2016 | 46 | 2016 |
Simulating human behavior in not-yet built environments by means of event-based narratives D Schaumann, YE Kalay, SW Hong, D Simeone 2015 Proceedings of the symposium on simulation for architecture and urban …, 2015 | 44 | 2015 |
Non-technical barriers to energy model sharing and reuse HW Samuelson, A Lantz, CF Reinhart Building and Environment 54, 71-76, 2012 | 42 | 2012 |
Co-benefits of energy efficiency in residential buildings A Baniassadi, J Heusinger, PI Gonzalez, S Weber, HW Samuelson Energy 238, 121768, 2022 | 39 | 2022 |
Thermal comfort modelling and empirical validation of predicted air temperature in hot-summer Mediterranean courtyards VP López-Cabeza, E Diz-Mellado, C Rivera-Gómez, C Galán-Marín, ... Journal of Building Performance Simulation 15 (1), 39-61, 2022 | 37 | 2022 |
A new method for visualizing and evaluating views in architectural design W Li, H Samuelson Developments in the Built Environment 1, 100005, 2020 | 31 | 2020 |
Comparing energy and comfort metrics for building benchmarking EE Guillén, HW Samuelson, JGC Laurent Energy and Buildings 205, 109539, 2019 | 31 | 2019 |
Realizing natural ventilation potential through window control: The impact of occupant behavior Y Chen, Z Tong, H Samuelson, W Wu, A Malkawi Energy Procedia 158, 3215-3221, 2019 | 29 | 2019 |
Beyond energy savings: Investigating the co-benefits of heat resilient architecture HW Samuelson, A Baniassadi, PI Gonzalez Energy 204, 117886, 2020 | 28 | 2020 |