Sias University

Hybrid VAE-GAN generative framework for multi-objective spatial performance optimization of residential landscape morphology

Designing residential landscape morphology means negotiating simultaneous trade-offs among microclimate comfort, visual quality, functional accessibility, and ecological service provision—objectives that experience-driven workflows rarely balance in any systematic way. We propose...