ProfessorsProfessors of Columbia University in the City of New YorkAndrew Sonta

Andrew Sonta

Columbia University in the City of New York

H-index: 6

North America-United States

About Andrew Sonta

Andrew Sonta, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Human-Building Interaction, Sustainable Cities, Building Performance, Urban Informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

OccuVAE: Integrating unsupervised occupancy inference in data-driven energy modeling for human-centric operation

RECA: A multi-task deep reinforcement learning-based recommender system for co-optimizing energy, comfort and air quality in commercial buildings

Rethinking walkability: Exploring the relationship between urban form and neighborhood social cohesion

Detailed case studies

A global building occupant behavior database

Magic walls

Data-driven optimization of building layouts for energy efficiency

Building for the occupant: Optimizing building layouts for energy efficiency and organizational performance

Andrew Sonta Information

University	Columbia University in the City of New York
Position	Postdoctoral Fellow Data Science Institute
Citations(all)	236
Citations(since 2020)	224
Cited By	48
hIndex(all)	6
hIndex(since 2020)	6
i10Index(all)	4
i10Index(since 2020)	4
Email	Access Email
University Profile Page	Columbia University in the City of New York
Google Scholar	View Google Scholar Profile

Andrew Sonta Skills & Research Interests

Human-Building Interaction

Sustainable Cities

Building Performance

Urban Informatics

Top articles of Andrew Sonta

Title	Journal	Author(s)	Publication Date
OccuVAE: Integrating unsupervised occupancy inference in data-driven energy modeling for human-centric operation		Yufei Zhang Andrew Sonta	2023/11/15
RECA: A multi-task deep reinforcement learning-based recommender system for co-optimizing energy, comfort and air quality in commercial buildings		Stephen Xia Peter Wei Yanchen Liu Andrew Sonta Xiaofan Jiang	2023/11/15
Rethinking walkability: Exploring the relationship between urban form and neighborhood social cohesion	Sustainable Cities and Society	Andrew Sonta Xiaofan Jiang	2023/12/1
Detailed case studies		Tareq Abuimara Attila Kopányi Jean Rouleau Ye Kang Andrew Sonta ...	2023/5/31
A global building occupant behavior database	Scientific data	Bing Dong Yapan Liu Wei Mu Zixin Jiang Pratik Pandey ...	2022/6/28
Magic walls	Joule	Andrew Sonta	2021/8/18
Data-driven optimization of building layouts for energy efficiency	Energy and Buildings	Andrew Sonta Thomas R Dougherty Rishee K Jain	2021/5/1
Building for the occupant: Optimizing building layouts for energy efficiency and organizational performance	Seed Research	Rishee Jain Andrew Sonta	2023
Data-driven simulation of room-level building energy consumption		Andrew Sonta Peter Wei Yanchen Liu Xiaofan Jiang	2021
Integrating social and environmental perspectives in building design and operation		Andrew James Sonta	2020
Learning socio-organizational network structure in buildings with ambient sensing data	Data-Centric Engineering	Andrew Sonta Rishee K Jain	2020/1
Intelligent network topology based post-pandemic reintroduction policies for offices		Thomas R Dougherty Andrew Sonta Rishee K Jain	2020/11/18
Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications		Elie Azar William O'Brien Salvatore Carlucci Tianzhen Hong Andrew Sonta ...	2020/10/1