Machine Learning for Determining Building Type (To Appear)
In the International Building Performance Analysis Conference IBPSA-USA SimBuild (SimBuild ‘24)
machine learning
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)
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)
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)
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]