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Keywords: Deep graph conditional generative adversarial network
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Journal Articles
Climate and performance-driven architectural floorplan optimization using deep graph networks
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Engineering, Construction and Architectural Management (2026) 33 (3): 2400–2421.
Published: 01 January 2025
... introduces the DGraph-cGAN model (Deep Graph Conditional Generative Adversarial Network), a novel deep generative model designed to optimize architectural floor plans for energy efficiency and climate responsiveness (Tang et al., 2024 ; Zhao et al., 2023b). In contrast to prior deep...
