From Mobility to Building Functions in Tokyo
Title: From human mobility to building functions: A deep learning approach for urban building classification in Megacity Tokyo
城市模型 (Urban Modeling)
Optimizing 3D Urban Landscapes to Mitigate UHI Under SSPs
Title: Optimizing urban three-dimensional landscapes in potential development areas to mitigate urban heat island effect under shared socioeconomic pathways
.jpg){kind=spacer}
Real-time multi-depot logistics optimization via Transformer-based DRL
Title: Real-time multi-depot urban logistics optimization in megacities via transformer-based deep reinforcement learning
Monkuu: LLM-powered natural language interface for geospatial databases
Title: Monkuu: a LLM-powered natural language interface for geospatial databases with dynamic schema mapping
Predicting Urban Mobility with Attention Mechanism and Geographic Information Embedding
Title: Prediction and Analysis of Urban Mobility Based on Attention Mechanism and Geographic Information Embedding
LandGPT: A Multimodal LLM for Parcel-Level Land Use Classification with Multi-Source Data
Title: LandGPT: a multimodal large language model for parcel-level land use classification with multi-source data
Causal Framework for Mobility Synthesis and Model Evaluation
Title: A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
Interpretable Urban Morphology–Function Mapping with XGNN
Title: Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network
Explainable mapping of irregular parcels via data-fusion deep learning
Title: Explainable mapping of the irregular land use parcel with a data fusion deep learning model