Architecture & Planning Project Guidance
Architecture & Planning Project Guidance
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Project AP01: Building Energy Prediction and Design Optimisation with EnergyPlus
Project AP02: Urban Heat Island Mapping and Mitigation Planning Using Landsat
Project AP03: Daylight Prediction Surrogate Using Radiance and Machine Learning
Project AP04: Facade Segmentation and Window-to-Wall Ratio Estimation Using U-Net
Project AP05: Floor-Plan Room Labelling and Generative Layout Using GNNs
Project AP06: Urban Flood Hazard Digital Twin: 2-D Flood Model and ML Surrogate
Project AP07: City-District Rooftop Solar Potential Digital Twin Using OSM and ML
Project AP08: 15-Minute City Accessibility and Facility Location Using OSM and ML
Project AP09: Spatial Housing-Price Modelling Using Hedonic Regression, GWR and ML
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