Shoshanna Saxe

Assistant Professor

University of Toronto

Canada

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Shoshanna Saxe is an Assistant Professor at the University of Toronto, Canada. Her research focuses on embodied carbon assessment in residential construction, optimization strategies in urban cycling network design, and circular economy practices in infrastructure management. She has contributed to the understanding of greenhouse gas emissions within the construction sector and has utilized machine learning techniques to enhance building attribute predictions.

Shoshanna Saxe

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Articles (20)

Circular economy strategies in cities as a value‐driven approach to infrastructure management

Leveraging building permit data for large-scale embodied carbon assessment of residential building construction

Machine Learning–Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design

Barriers and drivers of near-term climate change mitigation: a Canadian case study

Image‐based prediction of residential building attributes with deep learning

A Future Growth Model for Building More Housing and Infrastructure with Less Embodied Greenhouse Gas

Mapping construction sector greenhouse gas emissions: a crucial step in sustainably meeting increasing housing demands

Embodied GHG of missing middle: Residential building form and strategies for more efficient housing

Single-Image Building Height Estimation Using EfficientNet: A Simplified, Scalable Approach

RASMI: Global ranges of building material intensities differentiated by region, structure, and function

Personal Mobility Choices and Disparities in Carbon Emissions

Product stage embodied greenhouse gas reductions in single-family dwellings: Drivers of greenhouse gas emissions and variability between Toronto, Perth, and Luzon

Material intensity in single-family dwellings: Variability between locations, functional unit and drivers of material use in Toronto, Perth, and Luzon

Tracking the material cycle of Italian bricks with the aid of building information modeling

A comparison of concrete quantities for highway bridge projects: preconstruction estimates vs onsite records

Air transportation as a central component of remote community resilience in northern Ontario, Canada

Bottom‐up estimation of material stocks and flows in Toronto's road network

The concept of value in sustainable infrastructure systems: a literature review

Capturing variability in material intensity of single-family dwellings: A case study of Toronto, Canada

Toward adaptive infrastructure: the role of existing infrastructure systems

Collaborators (6)

Thomas E Graedel

Kristen MacAskill

Gursans GUVEN

Bryan Karney

Alessio Miatto

Scott Weichenthal

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