Machine Learning for Determining Building Type (To Appear)

In the International Building Performance Analysis Conference IBPSA-USA SimBuild (SimBuild ‘24)

April 2024 · Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua New, Ankur Garg, Kevin Bacabac, Santiago Correa

Bias Correction in Urban Building Energy Modeling for Chicago using Machine Learning

The IEEE International Conference on Intelligent Data Science Technologies and Applications (IDSTA ‘23)

October 2023 · Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua New, Ankur Garg, Santiago Correa, Kevin Bacabac

Taking the Long View: Enhancing Learning On Multi-Temporal, High-Resolution, and Disparate Remote Sensing Data **Best paper award runner-up**

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (ACM BuildSys ‘23)

October 2023 · Santiago Correa, Gustavo Perez, Paulina Jaramillo, Jay Taneja

PowerScour: tracking electrified settlements using satellite data

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (ACM BuildSys ‘22)

November 2022 · Santiago Correa, Zeal Shah, Yuezi Wu, Simon Kohlhase, Philippe Raisin, Nabin Raj Gaihre, Vijay Modi, Jay Taneja

This Little Light of Mine: Electricity Access Mapping Using Night-time Light Data

Proceedings of the Twelfth ACM International Conference on Future Energy Systems (ACM e-Energy ‘21) [Note]

June 2021 · Santiago Correa, Zeal Shah, Jay Taneja

Who's in Charge Here?: Scheduling EV Charging on Dynamic Grids via Online Auctions with Soft Deadlines

Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (ACM BuildSys ‘20)

November 2020 · Santiago Correa, Lei Jiao, Aidas Jakubenas, Roby Moyano, Jesus Omana Iglesias, Jay Taneja

Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems

Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies (ACM COMPASS ‘20)

July 2020 · Santiago Correa, Noman Bashir, Andrew Tran, David Irwin, Jay Taneja

Like a Good Neighbor, Solar is There

Proceedings of the Tenth ACM International Conference on Future Energy Systems (e-Energy)

June 2019 · Santiago Correa, Noman Bashir, Jesus Omana Iglesias, Candace Saffery, Jay Taneja

The open incentive kit (OINK): standardizing the generation, comparison, and deployment of incentive systems

Proceedings of the Tenth ACM International Conference on Information and Communication Technologies and Development (ACM ICTD ‘19)

January 2019 · Noah Klugman, Santiago Correa, Pat Pannuto, Matthew Podolsky, Jay Taneja, Prabal Dutta

Deployment Strategies for Crowdsourced Power Outage Detection

IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

December 2018 · Santiago Correa, Noah Klugman, Jay Taneja

How Many Smartphones Does It Take To Detect A Power Outage?

Proceedings of the Ninth ACM International Conference on Future Energy Systems (e-Energy)[Note]

June 2018 · Santiago Correa, Noah Klugman, Jay Taneja