1. Center of Excellence for Risk-Based Community Resilience Planning, Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, Colorado, USA
2. School of Civil and Construction Engineering, Oregon State University, Corvallis, Oregon, USA
3. Impact Forecasting LLC | Aon Benfield, Bengaluru, Karnataka, India