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Transformer-DRL for megacities' real-time multi-depot logistics optimization
Title: Real-time multi-depot urban logistics optimization in megacities via transformer-based deep reinforcement learning
研究成果
Perceiving rural China via deep learning, from street views to countryside.
Title: From Street View Imagery to the Countryside: Large-Scale Perception of Rural China Using Deep Learning
Impact of Wuhan's Parks and Surroundings on Violent Crime: An XGBoost-SHAP Study
Title: Exploring the Impact of Park and Surrounding Environments on Violent Crime in Wuhan: An XGBoost-SHAP Approach
Monkuu: LLM-driven natural-language query layer for geospatial DBs with live schema mapping.
Title: Monkuu: a LLM-powered natural language interface for geospatial databases with dynamic schema mapping.
Urban Medical Resource Allocation Model: Equity-Efficiency Evaluation & Spatial Optimization
Title: Evaluation and Spatial Optimization Model of Urban Medical Resource Distribution Considering Equity and Efficiency
CoCA: Spatial cooperative simulation and prediction of land-population-economy in city cluster
Title: CoCA: Spatial cooperative simulation and future prediction of “land-population-economy” in urban agglomerations
A framework for synthesizing mobility data and evaluating predictive neural networks.
Title: A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
Book Chapter | Urban mobility prediction with attention and geo-info
Title: Prediction and Analysis of Urban Mobility Based on Attention Mechanism and Geographic Information Embedding
Exploring the nonlinear effects of greenery on active travel among the ageing population
Title: Exploring the nonlinear effects of greenery on active travel among the ageing population
LandGPT: Multi-modal model for parcel land use classification using multi-source data
Title: LandGPT: a multimodal large language model for parcel-level land use classification with multi-source data