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Holly W. Samuelson logo

Educator, Researcher, Architect

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Featured Speaking Engagements

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Beyond Energy Savings: Investigating the Co-Benefits of Heat Resilient Architecture

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Optimal Control of HVAC and Window Systems for Natural Ventilation through Reinforcement Learning

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Additional Publications

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Parametric Energy Simulation in Early Design: High-Rise Residential Buildings in
Urban Contexts

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Housing as a Critical Determinant of Heat Vulnerability and Health

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Co-Benefits of Energy Efficiency in Residential Buildings

Holly’s work explores how buildings can mitigate the effects of climate change while enhancing the well-being of their occupants. Through innovative research and cross-disciplinary collaboration, she addresses the urgent challenges of thermal resilience, indoor air quality, carbon emissions, and the future of building design in a rapidly changing world.

Holly Samuelson is an Associate Professor of Architecture at MIT in the Building Technology Group, where her teaching and research focus on the intersection of building design, human health, and climate change mitigation. Holly leads the Livable Spaces Lab at MIT, and her research contributions include over 50 peer-reviewed publications. Prior to joining MIT, Holly taught at Harvard and previously worked as an architect and a technical consultant to other building professionals

Featured Projects and Publications

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Livable Spaces Lab

The Livable Spaces Lab at MIT conducts research to enhance the health of buildings for both occupants and the ecosystem.

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United Nations Global Status Report for Buildings and Construction 2024/2025

Contribution to an overview of the health co-benefits of energy upgrades in buildings to the Global Status Report for Buildings and Construction 2024/2025, published by the UN Environment Programme (UNEP) and the Global Alliance for Buildings and Construction (GlobalABC).

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Optimizing Window Solar Heat Gain Coefficient for Energy and Carbon Performance in a Changing Context of Electrification and Decarbonization

This study explores how higher solar heat gain coefficients in residential windows can reduce energy use, carbon emissions, and electricity demand peaks in cold, cloudy U.S. cities. Using performance-based energy modeling in new multifamily housing, it challenges conventional code limits and quantifies the benefits of leveraging winter solar heat, especially when paired with electric heat pumps, which must work harder in very cold weather. Results suggest energy savings of up to 6% and carbon emission reductions of up to 19% in south-facing apartments, calling for a re-evaluation of design norms in the era of electrification.

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Carbon Reductions Through Optimized Solar Heat Gain Glass Properties Considering Future Climate and Grid Emissions: Case Study of Chicago’s Residential Buildings

This study evaluates residential window replacement strategies in Chicago to identify glass properties that reduce both energy use and carbon emissions. Through simulations representing the existing housing stock, the research finds that maximizing solar heat gain delivers energy and emissions savings, even under future climate conditions or when paired with other window upgrades or a switch to heat pumps. Results dispel industry confusion and amplify the underestimated impact of window replacement by harnessing untapped solar gain in cold climates.

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SNIFFIA

 SNIFFIA is a National Science Foundation funded project and start-up committed to transforming indoor air quality monitoring and ventilation with our smart sensor, which detects over 20 harmful volatile organic compounds, promotes healthy environments, saves energy, and aligns with LEED standards.

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Optimal Control of HVAC and Window Systems for Natural Ventilation through Reinforcement Learning

This paper, awarded a Best Paper Award in Energy and Buildings (one of the top ten out of over 3,800 from 2018-2022), addresses the challenge of effectively integrating natural ventilation with HVAC systems. It introduces a reinforcement learning control strategy that optimizes HVAC and window operations to substantially reducing energy consumption and thermal discomfort.

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Co-Benefits of Energy Efficiency in Residential Buildings

This paper examines a proposed public housing project in Phoenix, AZ, using several tools to calculate economic, environmental, and health metrics across three energy efficiency levels. We find that avoided health and climate costs could represent about 40% of direct utility savings. Additionally, we quantify how energy-saving strategies can cool the neighborhood, enhance heat resilience, improve indoor air quality, and reduce airborne disease transmission, leading to future cost savings.

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Beyond Energy Savings: Investigating the Co-Benefits of Heat Resilient Architecture

In this paper, we investigate how building design decisions interact across three heat-related factors: energy use/carbon emissions, passive survivability, and heat rejection in urban climates. We demonstrate that architectural design and related policies can leverage synergies between these climate change mitigation and adaptation strategies.

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Housing as a Critical Determinant of Heat Vulnerability and Health

This study uses physics-based simulations of 92,000 housing prototypes to demonstrate that housing design is a critical determinant of indoor heat-related health risks. We show that current heat vulnerability indices overlook housing characteristics, particularly the nuanced effects of building age and air conditioning functionality, and propose methods to address these gaps.

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Parametric Energy Simulation in Early Design: High-Rise Residential Buildings in Urban Contexts

This paper presents a framework for early-design guidance for architects and policymakers using parametric whole-building energy simulation. It introduces a simplified sensitivity analysis to pinpoint key architectural design parameters impacting energy use, while also identifying synergies and trade-offs between energy and health objectives.

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Additional Publications

At MIT, Holly teaches in the core Building Technology sequence of the Master of Architecture program as well as advanced electives on healthy and sustainable buildings. 

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