Deep Learning Analysis of Gaza Settlements and Urban Sustainability
Title: Formal and informal settlements and corresponding demographic patterns in Gaza Strip: deep learning approach to urban sustainability
研究成果
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
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
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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
Impact of Park Environments on Violent Crime in Wuhan: An XGBoost-SHAP Approach
Title: Exploring the Impact of Park and Surrounding Environments on Violent Crime in Wuhan: An XGBoost-SHAP Approach
Monkuu: LLM-powered natural language interface for geospatial databases
Title: Monkuu: a LLM-powered natural language interface for geospatial databases with dynamic schema mapping
CoCA: Spatial Cooperative Simulation of Land-Population-Economy in Urban Agglomerations
Title: CoCA: Spatial cooperative simulation and future prediction of “land-population-economy” in urban agglomerations
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
Large-Scale Perception of Rural China from Street View Imagery Using Deep Learning
Title: From Street View Imagery to the Countryside: Large-Scale Perception of Rural China Using Deep Learning