Portrait of Aohua Tian

Hi, I'm Aohua Tian

M.S. in Geospatial Data Science at the University of Michigan (SEAS). I study how AI and spatial data science can reveal patterns of urban perception and human–environment interaction.

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Research Interests

My research focuses on integrating AI, vision, and spatial analytics to understand urban environments and human perception.

Illustration of a neural network connecting street-view images and text captions representing vision-language models for urban analysis.
Vision-Language Models for Urban Analysis
Illustration of a world map with geospatial grids and AI nodes connected by arcs, symbolizing GeoAI and spatial analysis.
Geospatial Artificial Intelligence (GeoAI)
A human silhouette facing a stylized city with icons for vision, sound, and emotion, representing human-environment perception and spatial semantics.
Human-Environment Perception & Spatial Semantics
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