Urban planning in the age of large language models
Assessing OpenAI o1's performance and capabilities across 556 tasks
Bibliographic Data
| ID | 7150609 |
|---|---|
| Authors | Xukai Zhao (0000-0002-2210-5319, Tsinghua University), He Huang (0009-0008-2154-0694, Tsinghua University, corresponding author), Tao Yang (0000-0003-0992-1992, Tsinghua University), Yuxing Lu (0000-0002-8207-4411, Peking University), Lu Zhang (0000-0002-8855-8492, Tsinghua University), Ruoyu Wang (0000-0002-7240-558X, Tsinghua University), Zhengliang Liu (0000-0003-0898-6444, University of Georgia), Tianyang Zhong (0009-0002-4124-1129, Northwestern Polytechnical University), Tianming Liu (0000-0003-2245-7231, University of Georgia) |
| Year | 2025 |
| Volume | 121 |
| Pages | 102332 |
| Publication date | 2025-10-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Computers Environment and Urban Systems (JOURNAL) |
| Journal identifiers | ISSN: 0198-9715 • E-ISSN: 1873-7587 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.compenvurbsys.2025.102332 |
| OpenAlex | W4412822244 |
| Language | EN |
| Citations received | 6 |
| References cited | 30 |
Civil engineering · Environmental planning · Geography · Transport engineering · Urban planning · Computer Science · Engineering · Geographic Information Systems Studies · Human Mobility and Location-Based Analysis · Smart Cities and Technologies
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Using Large Language Models to Assess Equity in U.S. Local Government American Rescue Plans
ImageNet classification with deep convolutional neural networks
Urban Planning and the Smart City
Generative urban design
Exploring large language models for human mobility prediction under public events
Street view imagery in urban analytics and GIS
Large language model as parking planning agent in the context of mixed period of autonomous vehicles and Human-Driven vehicles
Algorithmic urban planning for smart and sustainable development
Exploring temporal and spatial patterns and nonlinear driving mechanism of park perceptions
Assessing and interpreting perceived park accessibility, usability and attractiveness through texts and images from social media
Machine Learning Algorithms for Urban Land Use Planning
Orchestrating artificial intelligence for urban sustainability
Measuring human perceptions of streetscapes to better inform urban renewal
The x-minute city
Urban regeneration
Extracting human perceptions from street view images for better assessing urban renewal potential
What matters for regional economic resilience amid Covid-19? Evidence from cities in Northeast China
The spatial integration and coordinated industrial development of urban agglomerations in the Yangtze River Economic Belt, China
Dilemmas in a general theory of planning
| Unique citing works | 6 |
|---|---|
| Citations per year | 6 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 5 |