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Habitats Optimized for Missions of Exploration (HOME)

This project focuses on the development of novel strategies for increasing the autonomy of space habitats; primarily: 1) root cause analysis of faults, and 2) uncertainty quantification in digital twins.

Towards Real-world Reinforcement Learning for Building Control

The project aims to develop enabling methods for practical deployment of reinforcement learning for building control.

Human-in-the-loop Control of HVAC Systems in Commercial Buildings

The primary goal of this project is to design, implement, and evaluate a human-in-the-loop sensing and control system for energy efficiency of HVAC and lighting systems based on a novel depth-imaging occupancy sensor.

Human-in-the-loop Control of HVAC Systems in Commercial Buildings

The primary goal of this project is to design, implement, and evaluate a human-in-the-loop sensing and control system for energy efficiency of HVAC and lighting systems based on a novel depth-imaging occupancy sensor.

Infrastructure monitoring for damage assessment from sensors on-board vehicles

This project targets the development of a metadata inference framework to provide operational information, i.e., the metadata associated with sensors and actuators.

Operating Systems for Buildings

This project seeks to develop technologies for the creation of operating systems for buildings, including ontologies and schemas for hardware abstraction, middleware platforms and the tooling around these.

SHADE: Surface Heat Assessment for Developed Environments

Through this project, we seek to develop an integrated framework for predicting extreme temperature risks in urban areas.