Vivian Loftness

Carnegie Mellon University

Papers

1

Total Citations

6

H-Index

1

About

Vivian Loftness is a pioneering researcher in sustainable design and indoor environmental quality (IEQ), whose work bridges architecture, engineering, and human health. Her major contributions center on developing data-driven frameworks for optimizing building performance, particularly through the integration of mobile sensing and advanced modeling techniques. In her highly cited 2025 paper, "Exploring Gaussian Process Regression for indoor environmental quality," she introduces a novel spatiotemporal approach to thermal and air quality modeling, demonstrating how Gaussian Process Regression can capture dynamic IEQ variations with unprecedented precision. This work, already garnering 6 citations, underscores her impact in advancing real-time, adaptive building systems that enhance occupant comfort and energy efficiency. Beyond this, Loftness is renowned for her leadership in the field of regenerative design, having authored seminal texts on sustainable architecture and served as a key advisor on net-zero energy building initiatives. Her research has been instrumental in shaping policies for healthier, more resilient built environments, earning her recognition as a Fellow of the American Institute of Architects and a recipient of the prestigious AIA/ACSA Topaz Medallion for excellence in architectural education.

Research Focus

Key Achievements

1
H-Index
1
Papers
6
Total Citations
6
Avg Citations/Paper
🏆 Most Cited Paper
Exploring Gaussian Process Regression for indoor environmental quality: Spatiotemporal thermal and air quality modeling with mobile sensing
6 citations · 2025
📈 Most Prolific Year: 2025 (1 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: Carnegie Mellon University

Top Papers

  1. 1

Key Collaborators

Contact & Links

Available for collaboration
Content generated · 11 days ago