A hypergraph model shows the carbon reduction potential of effective space use in housing
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Abstract (arXiv)
Humans spend over 90% of their time in buildings which account for 40% of anthropogenic greenhouse gas (GHG) emissions, making buildings the leading cause of climate change. To incentivize more sustainable construction, building codes are used to enforce indoor comfort standards and maximum energy use. However, they currently only reward energy efficiency measures such as equipment or envelope upgrades and disregard the actual spatial configuration and usage. Using a new hypergraph model that encodes building floorplan organization and facilitates automatic geometry creation, we demonstrate that space efficiency outperforms envelope upgrades in terms of operational carbon emissions in 72%, 61% and 33% of surveyed buildings in Zurich, New York, and Singapore. Automatically generated floorplans for a case study in Zurich further increase access to daylight by up to 24%, revealing that auto-generated floorplans have the potential to improve the quality of residential spaces in terms of environmental performance and access to daylight.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 2 May 2024.
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Citing papers per year: 2026: 4.
4 papers.
- 2026Tokenization Allows Multimodal Large Language Models to Understand, Generate and Edit Architectural Floor Planscited by 1
- 2026HypergraphFormer: Learning Hypergraphs from LLMs for Editable Floor Plan Generationcited by 0
- 2026ArchEGraph: A Large-Scale Graph Dataset for Geometry-Topology-Physics Aligned Building Energy Modelingcited by 0
- 2026VLM-based automatic multi-granularity graph representation of building layouts for design informaticscited by 0
- 2026ArchEGraph: A Large-Scale Graph Dataset for Geometry-Topology-Physics Aligned Building Energy Modeling7 Aug 2026
- 2026HypergraphFormer: Learning Hypergraphs from LLMs for Editable Floor Plan Generation18 May 2026
- 2026VLM-based automatic multi-granularity graph representation of building layouts for design informatics8 May 2026
- 2026Tokenization Allows Multimodal Large Language Models to Understand, Generate and Edit Architectural Floor Plans12 Mar 2026