1. Department of Architecture and Urban Planning, Qatar University, Doha, Qatar
2. Department of Architecture and Civil Engineering, University of Bath, Bath, UK
3. Centre for Regenerative Design & Engineering for a Net Positive World (RENEW), University of Bath, Bath, UK
4. Faculty of Engineering and Design, University of Bath, Bath, UK
5. Centre for Climate Adaptation & Environment Research (CAER), University of Bath, Bath, UK