Andrew Sonta

基本信息

浏览量：5

职业迁徙

个人简介

Assistant professor at EPFL | ETHOS Lab director | Formerly: postdoctoral fellow at Columbia's Data Science Institute, PhD at Stanford Urban Informatics Lab | Researching human behavior and energy efficiency in the built environment

研究兴趣

论文共 25 篇作者统计合作学者相似作者

按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选

OccuEMBED: Occupancy Extraction Merged with Building Energy Disaggregation for Occupant-Responsive Operation at Scale

Yufei Zhang,Andrew Sonta

arxiv（2025）

引用0浏览0引用

Ten Questions Concerning Statistical Data Analysis in Human-Centric Buildings Research: a Focus on Thermal Comfort Investigations

Matteo Favero,Salvatore Carlucci,Giorgia Chinazzo,Jan Kloppenborg Moller,Marcel Schweiker,Marika Vellei,Andrew Sonta

Building and Environment (2024): 111903-111903

引用0浏览0引用

A Data-driven Framework for Occupant-centric Demand Flexibility Potential Evaluation at Scale

Zhang Yufei,Deng Yang,Liang Rui, Liu Yaohui,Wang Dan,Sonta Andrew

International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2024)

引用0浏览0EI引用

Mind the Hazard: Modeling and Interpreting Comfort with Personalized Sensing

Yufei Zhang,Matteo Favero,Patrick Chwalek,Sailin Zhong,Denis Lalanne,Joseph A. Paradiso,Clayton Miller,Andrew Sonta

International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2024)

引用0浏览0EI引用

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

Stephen Xia,Peter Wei,Yanchen Liu,Andrew Sonta,Xiaofan Jiang

DATA-CENTRIC ENGINEERING (2024)

引用0浏览0引用

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

PROCEEDINGS OF THE 10TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION, BUILDSYS 2023pp.99-109, (2023)

引用5浏览0EI引用

Detailed Case Studies

Tareq Abuimara, Attila Kopányi,Jean Rouleau, Ye Kang,Andrew Sonta,Ghadeer Derbas, Quan Jin,William O’Brien,Burak Gunay,Juan Sebastián Carrizo,Viktor Bukovszki,András Reith, Louis Gosselin, Jenny Zhou,Thomas Dougherty,Rishee Jain,Karsten Voss,Tugcin Kirant Mitic, Holger Wallbaum

Occupant-Centric Simulation-Aided Building Designpp.257-367, (2023)

引用0浏览0引用

OccuVAE: Integrating Unsupervised Occupancy Inference in Data-Driven Energy Modeling for Human-Centric Operation

Yufei Zhang,Andrew Sonta

PROCEEDINGS OF THE 10TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION, BUILDSYS 2023pp.398-405, (2023)

引用0浏览0EI引用

Rethinking Walkability: Exploring the Relationship Between Urban Form and Neighborhood Social Cohesion

Andrew Sonta,Xiaofan Jiang

SUSTAINABLE CITIES AND SOCIETY (2023)

引用10浏览0引用

Data-Driven Simulation of Room-Level Building Energy Consumption

Andrew Sonta,Peter Wei,Yanchen Liu,Xiaofan Jiang

Computing in Civil Engineering 2021 (2022)

引用0浏览0引用

加载更多

作者统计