| Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications E Azar, W O'Brien, S Carlucci, T Hong, A Sonta, J Kim, MS Andargie, ... Energy and Buildings 224, 110292, 2020 | 171 | 2020 |
| A global building occupant behavior database B Dong, Y Liu, W Mu, Z Jiang, P Pandey, T Hong, B Olesen, T Lawrence, ... Scientific Data 9 (1), 1-15, 2022 | 105 | 2022 |
| Data-driven optimization of building layouts for energy efficiency A Sonta, TR Dougherty, RK Jain Energy and Buildings 238, 110815, 2021 | 69 | 2021 |
| Understanding building occupant activities at scale: An integrated knowledge-based and data-driven approach AJ Sonta, PE Simmons, RK Jain Advanced Engineering Informatics 37, 1-13, 2018 | 57 | 2018 |
| Rethinking walkability: Exploring the relationship between urban form and neighborhood social cohesion A Sonta, X Jiang Sustainable Cities and Society, 104903, 2023 | 46 | 2023 |
| RECA: A multi-task deep reinforcement learning-based recommender system for co-optimizing energy, comfort and air quality in commercial buildings S Xia, P Wei, Y Liu, A Sonta, X Jiang Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 16 | 2023 |
| Learning socio-organizational network structure in buildings with ambient sensing data A Sonta, RK Jain Data-Centric Engineering 1, e9, 2020 | 11* | 2020 |
| Inferring occupant ties: Automated inference of occupant network structure in commercial buildings AJ Sonta, RK Jain Proceedings of the 5th Conference on Systems for Built Environments, 126-129, 2018 | 11 | 2018 |
| Ten questions concerning statistical data analysis in human-centric buildings research: A focus on thermal comfort investigations M Favero, S Carlucci, G Chinazzo, JK Møller, M Schweiker, M Vellei, ... Building and Environment 264, 111903, 2024 | 10 | 2024 |
| Evolution of the water retention characteristics of granular materials subjected to grain crushing S Gao, YD Zhang, A Sonta, G Buscarnera Journal of Geotechnical and Geoenvironmental Engineering 142 (9), 06016006, 2016 | 10 | 2016 |
| Optimizing neighborhood-scale walkability AJ Sonta, RK Jain ASCE International Conference on Computing in Civil Engineering 2019, 454-461, 2019 | 9 | 2019 |
| Personalized Environmental Control Systems (PECS): Systematic review of benefits for thermal comfort, air quality, health, and human performance D Khovalyg, MP Bivolarova, J Shinoda, D Al Assaad, K Bandurski, ... | 8 | 2025 |
| A multi-task deep reinforcement learning-based recommender system for co-optimizing energy, comfort, and air quality in commercial buildings with humans-in-the-loop S Xia, P Wei, Y Liu, A Sonta, X Jiang Data-Centric Engineering 5, e26, 2024 | 8 | 2024 |
| OESPG: Computational framework for multidimensional analysis of occupant energy use data in commercial buildings AJ Sonta, RK Jain, R Gulbinas, JMF Moura, JE Taylor Journal of Computing in Civil Engineering 31 (4), 04017017, 2017 | 8 | 2017 |
| Personalized Environmental Control Systems (PECS): A systematic review of performance evaluation methods for thermal comfort, air quality and energy D Al-Assaad, I Pigliautile, J Shinoda, R Rawal, M André, S Vashi, ... Building and Environment, 113471, 2025 | 7 | 2025 |
| Effect of grain crushing and grain size on the evolution of water retention curves YD Zhang, JS Park, S Gao, A Sonta, B Horin, G Buscarnera PanAm unsaturated soils 2017, 268-278, 2017 | 6 | 2017 |
| OccuVAE: Integrating unsupervised occupancy inference in data-driven energy modeling for human-centric operation Y Zhang, A Sonta Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 4 | 2023 |
| Magic walls A Sonta Joule 5 (8), 1930-1933, 2021 | 3 | 2021 |
| Data-driven simulation of room-level building energy consumption A Sonta, P Wei, Y Liu, X Jiang Computing in Civil Engineering 2021, 1153-1161, 2021 | 2 | 2021 |
| Building relationships: Using embedded plug load sensors for occupant network inference AJ Sonta, RK Jain IEEE Embedded Systems Letters, 2019 | 2 | 2019 |
Rishee K. JainAssociate Professor of Civil & Environmental Engineering, Stanford UniversityVerified email at stanford.edu
