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Biocomplexity Institute

Proceedings of the Institute

All Publications

Network Systems Science and Advanced Computing
Preprint/Prospective Article

EpiHiper - A High Performance Computational Modeling Framework to Support Epidemic Science

Chen J; Hoops S; Mortveit H; Machi D; Bhattacharya P; Barrett C; Marathe M 2022;
Network Systems Science and Advanced Computing
Article

Evaluating the utility of high-resolution proximity metrics in predicting the spread of COVID-19

Mehrab Z; Adiga Ani; Marathe M; Venkatramanan S; Swarup S . ACM Transactions on Spatial Algorithms and Systems. ACM. 2022; 8(4)
Network Systems Science and Advanced Computing
Article

Heterogeneous Adaptive Behavioral Responses May Increase Epidemic Burden

Espinoza B; Swarup S; Barrett C; Marathe M . Scientific Reports. Nature. 2022; 12(1):11276
Network Systems Science and Advanced Computing
Presentation

Science and engineering of complex networks: The central role of AI and computing

Marathe M 2022;
Network Systems Science and Advanced Computing
Draft Paper/Unpublished

SYNTHETIC DATA TO SUPPORT US-UK PRIZE CHALLENGE FOR DEVELOPING PRIVACY ENHANCING METHODS: PREDICTING INDIVIDUAL INFECTION RISK DURING A PANDEMIC

Harrison G; Chen J; Mortveit H; Hoops S; Porebski P; Xie D; Wilson M; Bhattacharya P; Vullikanti A; Xiong L; Marathe M 2022;
Network Systems Science and Advanced Computing
Article

Understanding the co-evolution of mask-wearing and epidemics: a network perspective

Qiu Z; Espinoza B; Vasconcelos V; Constantino S; Crabtree S; Yang L; Vullikanti A; Chen J; Weibull J; Basu K; Dixit A; Levin S; Marathe M . Environmental Sciences. PNAS. 2022; 119(26)
Network Systems Science and Advanced Computing
Conference Proceeding

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US

Bhattacharya P; Machi D; Chen J; Hoops S; Lewis B; Mortveit H; Venkatramanan S; Wilson M; Marathe A; Porebski P; Klahn B; Outten J; Vullikanti A; Xie D; Adiga A; Brown S; Barrett C; Marathe M . 2021 IEEE International Conference on Big Data (Big Data). IEEE. 2021; :1566-1574
Network Systems Science and Advanced Computing
Conference Proceeding

All models are useful: Bayesian ensembling for robust high resolution covid-19 forecasting

Adiga Ani; Wang L; Hurt B; Peddireddy A; Porebski P; Venkatramanan S; Lewis B; Marathe M . Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. ACM. 2021; :2505-2513
Network Systems Science and Advanced Computing
Article

Asymptomatic individuals can increase the final epidemic size under adaptive human behavior

Espinoza B; Marathe M; Swarup S; Thakur M . Scientific Reports. Nature. 2021; 11
Network Systems Science and Advanced Computing
Article

Epidemiological and economic impact of COVID-19 in the US

Chen J; Vullikanti A; Santos J; Venkatramanan S; Hoops S; Mortveit H; Lewis B; You W; Eubank S; Marathe M; Barrett C; Marathe A . Scientific Reports. Nature. 2021; 11