متابعة
Andrew Sonta
Andrew Sonta
Assistant Professor, Civil Engineering, EPFL
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
1262020
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
742022
Data-driven optimization of building layouts for energy efficiency‏
A Sonta, TR Dougherty, RK Jain‏
Energy and Buildings 238, 110815, 2021‏
482021
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
472018
Rethinking walkability: Exploring the relationship between urban form and neighborhood social cohesion‏
A Sonta, X Jiang‏
Sustainable Cities and Society, 104903, 2023‏
192023
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
92023
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
92018
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
92016
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
82017
Learning socio-organizational network structure in buildings with ambient sensing data‏
A Sonta, RK Jain‏
Data-Centric Engineering 1, e9, 2020‏
72020
Optimizing neighborhood-scale walkability‏
AJ Sonta, RK Jain‏
ASCE International Conference on Computing in Civil Engineering 2019, 454-461, 2019‏
62019
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
52017
Magic walls‏
A Sonta‏
Joule 5 (8), 1930-1933, 2021‏
32021
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
22021
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
12024
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
12023
Intelligent network topology based post-pandemic reintroduction policies for offices‏
TR Dougherty, A Sonta, RK Jain‏
Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020‏
12020
Building relationships: Using embedded plug load sensors for occupant network inference‏
AJ Sonta, RK Jain‏
IEEE Embedded Systems Letters, 2019‏
12019
Towards automated inference of occupant behavioral dynamics using plug-load energy data‏
AJ Sonta, PE Simmons, RK Jain‏
Computing in Civil Engineering 2017, 290-297, 2017‏
12017
A data-driven framework for occupant-centric demand flexibility potential evaluation at scale‏
Y Zhang, Y Deng, R Liang, Y Liu, D Wang, A Sonta‏
Proceedings of the 11th ACM International Conference on Systems for Energy …, 2024‏
2024
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مقالات 1–20