Epidemics – System Level Design

Epidemics

Viral outbreaks spread throughout networks of people via transmission events. We aim to combine human mobility data, network science, and machine learning to inform and mitigate the disease dynamics for COVID-19. Furthermore, we aim to build an always-on social sensing system to improve a population’s resilience to a novel virus.

epidemics

Selected Publications

Hurtado, Sofia; Marculescu, Radu; Drake, Justin; Srinivasan, Ravi

Pruning Digital Contact Networks for Meso-scale Epidemics Surveillance Using Foursquare Data Inproceedings

In: ACM/IEEE Intl. Conf. on Advances in Social Network Analysis and Mining (ASONAM), 2021.

Topirceanu, Alexandru; Udrescu, Mihai; Marculescu, Radu

Centralized and decentralized isolation strategies and their impact on the COVID-19 pandemic dynamics Journal Article

In: arXiv preprint arXiv:2004.04222, 2020.

Radu Marculescu Sofia Hurtado, Justin Drake

Pruning Digital Contact Networks for Meso-scale Epidemic Surveillance Using Foursquare Data Inproceedings Forthcoming

In: Forthcoming.