1. Interdisciplinary Graduate School, Nanyang Technological University, Singapore, Singapore
2. Institute of Catastrophe Risk Management, Nanyang Technological University, Singapore, Singapore
3. Future Resilient Systems, Singapore-ETH Centre, Singapore, Singapore