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Andrew Sonta
Andrew Sonta
Assistant Professor, Civil Engineering, EPFL
Adresse e-mail validée de epfl.ch - Page d'accueil
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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
1302020
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
752022
Data-driven optimization of building layouts for energy efficiency
A Sonta, TR Dougherty, RK Jain
Energy and Buildings 238, 110815, 2021
492021
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
462018
Rethinking walkability: Exploring the relationship between urban form and neighborhood social cohesion
A Sonta, X Jiang
Sustainable Cities and Society, 104903, 2023
232023
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
102023
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
Learning socio-organizational network structure in buildings with ambient sensing data
A Sonta, RK Jain
Data-Centric Engineering 1, e9, 2020
82020
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
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
82016
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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