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Biocomplexity Institute

Proceedings of the Institute

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Network Systems Science and Advanced Computing
Article

Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites

Mehrab Z; Wilson M; Chang S; Harrison G; Lewis B; Telionis A; Crow J; Kim D; Spillman S; Peters K; Leskovec J; Marathe M . Proceedings of the AAAI Conference on Artificial Intelligence. AAAI. 2022; 36(11):12573-12579
Network Systems Science and Advanced Computing
Conference Proceeding

Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries

Rosenkrantz D; Adiga A; Marathe M; Qiu Z; Ravi S; Stearns R; Vullikanti A . International Conference on Machine Learning. 2022; :18796-18808
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

Fundamental limitations on efficiently forecasting certain epidemic measures in network models

Rosenkrantz D; Vullikanti A; Ravi S; Stearns R; Levin S; Poor H; Marathe M . Proceedings of the National Academy of Sciences. National Academy of Sciences. 2022; :e2109228119
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
Article

Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

Truelove S; Smith C; Qin M; Mullany L; Borchering R; Lessler J; Shea K; Howerton E; Contamin L; Levander J; Salerno J; Hochheiser H; Kinsey M; Tallaksen K; Wilson S; Shin L; Rainwater-Lovett K; Lemaitrem J; Dent J; Kaminsky J; Lee E; Perez-Saez J; Hill A; Karlen D; Chinazzi M; Davis J; Mu K; Xiong X; Piontti A; Vespignani A; Srivastava A; Porebski P; Venkatramanan S; Adiga Ani; Lewis B; Klahn B; Outten J; Schlitt J; Corbett P; Telionis A; Wang L; Peddireddy A; Hurt B; Chen J; Vullikanti A; Marathe M; Hoops S; Bhattacharya P; Machi D; Janies D; Thill J; Galanti M; Yamana T; Pei S; Shaman J; Reich N; Healy J; Slayton R; Biggerstaff M; Johansson M; Runge M; Viboud C . eLife. 2022; :11
Network Systems Science and Advanced Computing
Conference Proceeding

Scalable and memory-efficient algorithms for controlling networked epidemic processes using multiplicative weights update method

Sambaturu P; Minutoli M; Halappanavar M; Kalyanaraman A; Vullikanti A . Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI-22. IJCAI. 2022; :5164-5170
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;