Spatial layout planning in architecture requires a deep understanding of topological spatial
relationships, yet the process remains repetitive and laborious for designers. However …

Convolutional and adversarial networks are found in various fields of knowledge and
activities. One such field is building design, a multi-disciplinary and multi-task process …

Among natural hazards, landslides are devastating in China. However, little is known
regarding potential landslide-prone areas in Maoxian County. The goal of this study was to …

Building fire risks pose significant threats to individual safety and bear substantial economic
consequences. Consequently, develo** effective automated fire risk assessment and …

Motivation Research is improving our understanding of how the microbiome interacts with
the human body and its impact on human health. Existing machine learning methods have …

The proliferation of indoor maps is limited by the manual process of generalizing floor plans.
Previous attempts at automating similar processes use rasterization for structure. With Graph …

As a revolutionary design approach, generative design could offer promising solutions for
intelligent design. Considering the high expenses and poor efficiency inherent in traditional …

The automatic creation of a repository of the building's floor plan helps a lot to the architects
to reuse them. The basic approach is to extract and recognize texts, symbols or graphics to …

In the agriculture and real estate industries, land lot shapes have mostly been classified by
visual inspection or hard-crafted rules. These conventional methods are time-consuming …

Online real estate platforms have become significant marketplaces facilitating users' search
for an apartment or a house. Yet it remains challenging to accurately appraise a property's …