2 papers
physics.soc-ph2026
Fabric retrofit scenario analysis under uncertainty for an urban housing stock using machine learning
Yunfei Bai, Aaron Tesfa Tsion, Raúl Rosales +2
Fabric retrofit is central to decarbonising housing, and planning it depends on expected savings and their uncertainty. This study asks which upgrade saves most per dwelling and ac…
cs.LG2026
Gated Multimodal Learning for Interpretable Property Energy Performance Prediction and Retrofit Scenario Analysis
Yunfei Bai, Aaron Tesfa Tsion, Raul Rosales +2
Achieving resilient and sustainable cities requires scalable approaches to decarbonising residential buildings, which account for about 20% of UK greenhouse gas emissions and 25% o…