Author

Jing Zhang

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#diffusion models Open access Sep 2026

Deep Learning-Driven Generative Layout Design Model for Sensory Garden Environment Design

The spatial layout design of sensory gardens involves the collaborative optimization of multiple design decisions. Traditional methods rely on manual experience and are inefficient in scheme exploration. This study proposes a diffusion generation model that integrates design grammar rules and conditional constraints to...

Jing Zhang · Journal of Discovery Core · 0 citations

#reinforcement learning Open access Sep 2026

Modular Structure Parameter Generation Algorithm for Rapid Assembly and Disassembly in Temporary Environments

In view of the urgent demand for rapid assembly and disassembly of temporary modular structures, this paper proposes a parametric generation algorithm that places disassembly feasibility as a core constraint of scheme generation, prior to the verification stage at the end of design. A linkage representation system for...

Jing Zhang · Journal of Digital Frontier · 0 citations