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Andrew Sonta
Andrew Sonta
Assistant Professor, Civil Engineering, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
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
962020
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
452022
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
422018
Data-driven optimization of building layouts for energy efficiency
A Sonta, TR Dougherty, RK Jain
Energy and Buildings 238, 110815, 2021
332021
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
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
72018
Learning socio-organizational network structure in buildings with ambient sensing data
A Sonta, RK Jain
Data-Centric Engineering 1, e9, 2020
62020
Optimizing neighborhood-scale walkability
AJ Sonta, RK Jain
ASCE International Conference on Computing in Civil Engineering 2019, 454-461, 2019
62019
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
62017
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
42017
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
12023
Rethinking walkability: Exploring the relationship between urban form and neighborhood social cohesion
A Sonta, X Jiang
Sustainable Cities and Society, 104903, 2023
12023
Magic walls
A Sonta
Joule 5 (8), 1930-1933, 2021
12021
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
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
2023
Detailed case studies
T Abuimara, A Kopányi, J Rouleau, Y Kang, A Sonta, G Derbas, Q Jin, ...
Occupant-Centric Simulation-Aided Building Design, 257-367, 2023
2023
Building for the occupant: Optimizing building layouts for energy efficiency and organizational performance
R Jain, A Sonta
Seed Research, 22, 2021
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
2021
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