MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling. Authors:Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa ...
Built upon VQ-AE, MARL encodes building footprints and purifies geometric infor- mation into latent vectors constrained by multiple archi- tectural downstream ...
Jun 14, 2024 · MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling - from Xinwei Zhuang and Luisa Caldas!
Building archetypes, representative models of building stock, are crucial for precise energy simulations in Urban Building Energy Modeling.
Sep 29, 2023 · Building archetypes, representative models of building stock, are crucial for precise energy simulations in Urban. Building Energy Modeling.
Oct 4, 2023 · MARL: Multi-Scale Archetype Representation Learning for Urban Building Energy Modeling ... Learning (MARL) leverages representation learning ...
I am actively seeking collaboration opportunities in these areas. MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling Xinwei ...
Nov 3, 2023 · We present Multi-scale Archetype Representation Learning (MARL), an approach that leverages ... [Show full abstract] representation learning ...
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What is the urban building energy model?
MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling ... energy simulations in Urban Building Energy Modeling. The ...
May 19, 2024 · MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling. ICCV (Workshops) 2023: 1557-1564. [i1]. view.