human mobility simulation 2large language models 2caching 1collective realism 1efficient inference 1latent embeddings 1prompt engineering 1scaling laws 1
From the 2 of 6 linked papers with an AI index.
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cs.MA2026
Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance
Hua Yan, Heng Tan, Yu Yang
The paper introduces COMPASS, a method that uses large language models guided by empirical mobility scaling laws to generate individual human mobility trajectories that also match…
cs.MA2025
Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle Deployment
Heng Tan, Hua Yan, Lucas Yang +1
Shared micromobility systems, such as electric scooters and bikes, have gained widespread popularity as sustainable alternatives to traditional transportation modes. However, these…