Search Results for author: Xinwei Zhuang

Found 2 papers, 1 papers with code

Encoding Urban Ecologies: Automated Building Archetype Generation through Self-Supervised Learning for Energy Modeling

no code implementations11 Apr 2024 Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas

As the global population and urbanization expand, the building sector has emerged as the predominant energy consumer and carbon emission contributor.

Self-Supervised Learning

MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling

1 code implementation29 Sep 2023 Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas

Building archetypes, representative models of building stock, are crucial for precise energy simulations in Urban Building Energy Modeling.

Representation Learning

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