| Humans-as-a-sensor for buildings—intensive longitudinal indoor comfort models P Jayathissa, M Quintana, M Abdelrahman, C Miller Buildings 10 (10), 174, 2020 | 170 | 2020 |
| Ten questions concerning reinforcement learning for building energy management Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ... Building and Environment 241, 110435, 2023 | 115 | 2023 |
| Project Coolbit: can your watch predict heat stress and thermal comfort sensation? N Nazarian, S Liu, M Kohler, JKW Lee, C Miller, WTL Chow, SB Alhadad, ... Environmental Research Letters 16 (3), 034031, 2021 | 104 | 2021 |
| Is your clock-face cozie? A smartwatch methodology for the in-situ collection of occupant comfort data P Jayathissa, M Quintana, T Sood, N Nazarian, C Miller Journal of Physics: Conference Series 1343 (1), 012145, 2019 | 97 | 2019 |
| Global Streetscapes—A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics Y Hou, M Quintana, M Khomiakov, W Yap, J Ouyang, K Ito, Z Wang, ... ISPRS Journal of Photogrammetry and Remote Sensing 215, 216-238, 2024 | 86 | 2024 |
| Personal comfort models based on a 6‐month experiment using environmental parameters and data from wearables F Tartarini, S Schiavon, M Quintana, C Miller Indoor air 32 (11), e13160, 2022 | 71 | 2022 |
| Cohort comfort models—Using occupant’s similarity to predict personal thermal preference with less data M Quintana, S Schiavon, F Tartarini, J Kim, C Miller Building and Environment 227, 109685, 2023 | 59 | 2023 |
| The Internet-of-Buildings (IoB)—Digital twin convergence of wearable and IoT data with GIS/BIM C Miller, M Abdelrahman, A Chong, F Biljecki, M Quintana, M Frei, ... Journal of Physics: Conference Series 2042 (1), 012041, 2021 | 58 | 2021 |
| Balancing thermal comfort datasets: We GAN, but should we? M Quintana, S Schiavon, KW Tham, C Miller Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020 | 50 | 2020 |
| Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation C Fu, M Quintana, Z Nagy, C Miller Applied Thermal Engineering 236, 121545, 2024 | 47 | 2024 |
| What is a Digital Twin anyway? Deriving the definition for the built environment from over 15,000 scientific publications M Abdelrahman, E Macatulad, B Lei, M Quintana, C Miller, F Biljecki Building and Environment 274, 112748, 2025 | 46 | 2025 |
| Islands of misfit buildings: Detecting uncharacteristic electricity use behavior using load shape clustering M Quintana, P Arjunan, C Miller Building Simulation 14 (1), 119-130, 2021 | 33 | 2021 |
| Occutherm: Occupant thermal comfort inference using body shape information J Francis, M Quintana, N Von Frankenberg, S Munir, M Bergés Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019 | 32 | 2019 |
| Translating street view imagery to correct perspectives to enhance bikeability and walkability studies K Ito, M Quintana, X Han, R Zimmermann, F Biljecki International Journal of Geographical Information Science 38 (12), 2514-2544, 2024 | 26 | 2024 |
| The SDE4 Learning Trail: Crowdsourcing occupant comfort feedback at a net-zero energy building T Sood, M Quintana, P Jayathissa, M AbdelRahman, C Miller Journal of Physics: Conference Series 1343 (1), 012141, 2019 | 24 | 2019 |
| Creating synthetic energy meter data using conditional diffusion and building metadata C Fu, H Kazmi, M Quintana, C Miller Energy and Buildings 312, 114216, 2024 | 23 | 2024 |
| ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science K Ito, Y Zhu, M Abdelrahman, X Liang, Z Fan, Y Hou, T Zhao, R Ma, ... Computers, Environment and Urban Systems 119, 102283, 2025 | 21 | 2025 |
| A data-driven agent-based model of occupants’ thermal comfort behaviors for the planning of district-scale flexible work arrangements M Mosteiro-Romero, M Quintana, R Stouffs, C Miller Building and Environment 257, 111479, 2024 | 18 | 2024 |
| Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupants C Miller, YX Chua, M Frei, M Quintana Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022 | 18 | 2022 |
| Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight A Liguori, M Quintana, C Fu, C Miller, J Frisch, C van Treeck Energy and Buildings 310, 114071, 2024 | 17 | 2024 |
Clayton MillerSingapore Management UniversityVerified email at smu.edu.sg
