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Biocomplexity Institute

Proceedings of the Institute

All Publications

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
Article

Ensembles of realistic power distribution networks

Meyur R; Vullikanti A; Swarup S; Mortveit H; Centeno V; Phadke A; Poor H; Marathe M . Proceedings of the National Academy of Sciences. National Academy of Sciences. 2022; 119(42)
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

Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics

Qiu Z; Marathe M; Ravi S; Rosenkrantz D; Stearns R; Vullikanti A . Proceedings of the AAAI Conference on Artificial Intelligence. AAAI. 2022; 36(9):9422-9430
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
Conference Proceeding

Modular and extensible pipelines for residential energy demand modeling and simulation

Thorve S; Vullikanti A; Swarup S; Mortveit H; Marathe M . Proceedings of the 2022 Winter Simulation Conference (WSC). 2022 Winter Simulation Conference (WSC). 2022;
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
Article

Techniques for blocking the propagation of two simultaneous contagions over networks using a graph dynamical systems framework

Carscadden H; Kuhlman C; Marathe M; Ravi S; Rosenkrantz D . Network Science. Cambridge University Press. 2022; 10(3):234-260
Network Systems Science and Advanced Computing
Part of Book

AI Techniques for Forecasting Epidemic Dynamics: Theory and Practice

Adiga Ani; Lewis B; Levin S; Marathe M; Poor H; Ravi S; Rosenkrantz D; Stearns R; Venkatramanan S; Vullikanti A; Wang L . Artificial Intelligence in Covid-19. Springer, Cham. 2022; :193-228