Developing efficient and affordable smart decision-support systems to transform occupant behaviors and optimize building energy performance. By addressing diverse occupant needs and scaling solutions across building systems, our research aims to enhance energy conservation, indoor environmental quality, health, and comfort for both individuals and communities.