Siavash Ghorbany

Publications

• Machine Learning Integration in LCA: Addressing Data Deficiencies in Embodied Carbon Assessment
• Micro-Urban Heatmapping: A Multi-Modal and Multi-Temporal Data Collection Framework
• Evaluating and optimizing performance of public–private partnership projects using copula Bayesian network
• BIM-based solution to enhance the performance of public-private partnership construction projects using copula bayesian network
• Examining the role of passive design indicators in energy burden reduction: Insights from a machine learning and deep learning approach
• Intersecting Paths to Health: A Factor Analysis Approach to Socioeconomic and Environmental Determinants in Indiana
• Building Stock Models for Embodied Carbon Emissions—A Review of a Nascent Field
• Towards a Sustainable Urban Future: A Comprehensive Review of Urban Heat Island Research Technologies and Machine Learning Approaches
• Urban embodied carbon assessment: methodology and insights from analyzing over a million buildings in Chicago
• A systematic framework to reduce urban embodied carbon emissions using urban scale simulation
• Passive over active: How low-cost strategies influence urban energy equity
• Healthy Aging in Place with the Aid of Smart Technologies: A Systematic Review
• Leveraging Zero-Shot Learning on Street-View Imagery for Built Environment Variable Analysis
• Commercial buildings decarbonization: Benchmarks and strategies for the United States sustainable commercial construction