EAGER: SSDIM: Ensembles of Interdependent Critical Infrastructure Networks
EAGER: SSDIM: Ensembles of Interdependent Critical Infrastructure Networks
批准号:
1745207
负责人:
Madhav Marathe
金额:
$20.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2019-04-30
中文摘要
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英文摘要
The need to represent and analyze socially coupled interdependent infrastructure networks poses significant scientific and technical challenges. A central challenge is the lack of realistic data sets that represent the networks, their interactions, and the points of connection with consumers. This EArly-concept Grant for Exploratory Research (EAGER) project will develop ensembles of such coupled systems, along with methods to assess concerns of data quality and validity. Ensembles of coupled power and communication networks will provide realistic data for algorithm development. The tools and techniques developed under the project will also be disseminated to the broader community of analysts and researchers interested in the science and engineering of complex networks. The work will result in unique open-access realistic data sets for the academic and other interested communities. This project will develop mathematical techniques and associated algorithms for generating ensembles of infrastructure networks and social interactions. It will also yield methods for the validation and verification of these interdependent synthetic populations and network ensembles. A key focus will be on large, realistic power and communication networks. This work will lead to highly scalable, data-driven, dynamic methods for sensitivity analysis, uncertainty quantification, and verification and validation. The research will provide data to support new ways of characterizing and assessing vulnerabilities inherent in today's societal infrastructures. The ensemble of realistic networks will facilitate the study of vulnerabilities resulting from interdependencies among infrastructures as well as from vulnerabilities and risks that result from interaction of individuals with the infrastructure as well with each other.
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DOI:
10.1109/wsc.2018.8632203
发表时间:
2018-12
期刊:
2018 Winter Simulation Conference (WSC)
影响因子:
--
作者:
[S. Thorve;S. Swarup;A. Marathe;Youngyun Chungbaek;E. Nordberg;M. Marathe]
通讯作者:
S. Thorve;S. Swarup;A. Marathe;Youngyun Chungbaek;E. Nordberg;M. Marathe
DOI:
10.1111/abac.12190
发表时间:
2020-06
期刊:
Abacus
影响因子:
--
作者:
[Rosemary Kim;J. Gangolly;S. Ravi;D. Rosenkrantz]
通讯作者:
Rosemary Kim;J. Gangolly;S. Ravi;D. Rosenkrantz
DOI:
10.1609/aaai.v34i04.5710
发表时间:
2020-04
期刊:
影响因子:
--
作者:
[Abhijin Adiga;C. Kuhlman;M. Marathe;S. Ravi;D. Rosenkrantz;R. Stearns;A. Vullikanti]
通讯作者:
Abhijin Adiga;C. Kuhlman;M. Marathe;S. Ravi;D. Rosenkrantz;R. Stearns;A. Vullikanti
DOI:
--
发表时间:
2020
期刊:
International Conference on Complex Networks and Their Applications
影响因子:
--
作者:
[Priest, J, Marathe, M, Ravi, SS, Rosenkrantz, D, Stearns, R]
通讯作者:
Stearns, R
DOI:
--
发表时间:
2022
期刊:
J. Mach. Learn. Res.
影响因子:
--
作者:
[Abhijin Adiga;C. Kuhlman;M. Marathe;Sujith Ravi;D. Rosenkrantz;R. Stearns]
通讯作者:
Abhijin Adiga;C. Kuhlman;M. Marathe;Sujith Ravi;D. Rosenkrantz;R. Stearns
共 13 条
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依托单位:
EAGER: SSDIM: Ensembles of Interdependent Critical Infrastructure Networks
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