AI RESEARCH

Gated Multimodal Learning for Interpretable Property Energy Performance Prediction and Retrofit Scenario Analysis

arXiv CS.LG

ArXi:2605.05088v1 Announce Type: new Achieving resilient and sustainable cities requires scalable approaches to decarbonising residential buildings, which account for about 20% of UK greenhouse gas emissions and 25% of energy-related emissions in the European Union. Energy Performance Certificates (EPCs) regulation and retrofit planning, but their reliance on on-site inspections limits timely city-scale assessment. This study