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Sobia Bano
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Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach
U Ali, S Bano, MH Shamsi, D Sood, C Hoare, W Zuo, N Hewitt, ...
Energy and Buildings 303, 113768, 2024
502024
Urban residential building stock synthetic datasets for building energy performance analysis
U Ali, S Bano, MH Shamsi, D Sood, C Hoare, W Zuo, N Hewitt, ...
Data in Brief 53, 110241, 2024
32024
Residential building energy performance prediction at an urban scale using ensemble machine learning algorithms
U Ali, S Bano, MH Shamsi, D Sood, C Hoare, J O'Donnell
EC3 Conference 2023 4, 0-0, 2023
12023
Intelligent Retrofits in Residential Buildings: A Knowledge-Based Approach
S Bano, U Ali, D Sood, J O'Donnell
EC3 Conference 2024 5, 0-0, 2024
2024
A Graph Based Framework to Support Data-driven Urban Building Energy Simulations
U Ali, S Bano, C Hoare, MH Shamsi, D Sood, J O'Donnell
EC3 Conference 2024 5, 0-0, 2024
2024
Data-driven prediction of residential building energy performance at an urban scale through end-use demand segregation
U Ali, S Bano, N Molinard, D Sood, MH Shamsi, C Hoare, J O'Donnell
Building Simulation 2023 18, 2416-2423, 2023
2023
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