Publications
Journals
Yadav, N., Chatterjee, S., & Ganguly, A. R. (2020). Resilience of Urban transport network-of-networks under intense flood Hazards exacerbated by targeted Attacks. Scientific reports, 10(1), 1-14. Link
Peer-Reviewed Conferences and Workshops
Yadav, N., Ravela, S., & Ganguly, A. R. (2020). Gaussian Processes for Uncertainty Quantification and Estimation in Nonlinear Dynamical Systems. (Under review at AAAI 2021).
Yadav, N., Ganguly, A. R. (2020). A Deep Learning Approach to Short-term Quantitative Precipitation Forecasting. 10th International Conference on Climate Informatics, Oxford, UK.
Yadav, N., Ravela, S., & Ganguly, A. R. (2020). Machine Learning for Parameter Estimation in Nonlinear Dynamical Systems: Applications to Earth System Modeling. Data Science for a Sustainable Planet Workshop, 26th SIGKDD Conference on Knowledge Discovery and Data Mining, San Diego, CA.
Warner, M., Chatterjee, S., Yadav, N., Brigantic, R., & Ganguly, A. (2019). Multi-Stakeholder Resilient Infrastructure Decision Support Under Dynamic Environmental and Adaptive Adversarial Settings. In 2019 IEEE International Symposium on Technologies for Homeland Security (HST) (pp. 1-6). IEEE.
Spiridonakos, M., Yadav, N., & Chatzi, E. (2014). Identification and Damage Detection of a Shear Frame Model Based on a Blind Source Separation Method. In Proceedings of the 7th European Conference on Structural Health Monitoring: July 8-11, 2014, La Cité, Nantes, France (pp. 2167-2174).
Poster Presentations
Yadav, N., Chatterjee, S., & Ganguly, A. R. (2020). Machine Intelligence Approach to Precipitation Nowcasting for Transportation Network-of-Networks Resilience”. Poster presented at the American Meteorological Society (AMS) 100th Annual Meeting, 12-16 January 2020, Boston, USA.
Warner, M., Yadav, N., Duffy, K., Bhatia, U. & Ganguly, A. R. (2019). Resilience Engineering for Climate Extremes and an Interconnected Vulnerable Earth (RECEIVE).” Modeling the World’s Systems Conference, 13-15 May 2019, Washington, D.C., USA