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Jiangzhuo Chen
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EpiFast: a fast algorithm for large scale realistic epidemic simulations on distributed memory systems
KR Bisset, J Chen, X Feng, VSA Kumar, MV Marathe
Proceedings of the 23rd international conference on Supercomputing, 430-439, 2009
2672009
Using data-driven agent-based models for forecasting emerging infectious diseases
S Venkatramanan, B Lewis, J Chen, D Higdon, A Vullikanti, M Marathe
Epidemics 22, 43-49, 2018
1952018
Modeling of future COVID-19 cases, hospitalizations, and deaths, by vaccination rates and nonpharmaceutical intervention scenarios—United States, April–September 2021
RK Borchering, C Viboud, E Howerton, CP Smith, S Truelove, MC Runge, ...
Morbidity and Mortality Weekly Report 70 (19), 719, 2021
1552021
Forecasting a moving target: Ensemble models for ILI case count predictions
P Chakraborty, P Khadivi, B Lewis, A Mahendiran, J Chen, P Butler, ...
Proceedings of the 2014 SIAM international conference on data mining, 262-270, 2014
1102014
Simnest: Social media nested epidemic simulation via online semi-supervised deep learning
L Zhao, J Chen, F Chen, W Wang, CT Lu, N Ramakrishnan
2015 IEEE International Conference on Data Mining, 639-648, 2015
912015
DEFSI: Deep learning based epidemic forecasting with synthetic information
L Wang, J Chen, M Marathe
Proceedings of the AAAI Conference on Artificial Intelligence 33, 9607-9612, 2019
822019
Epidemiological and economic impact of COVID-19 in the US
J Chen, A Vullikanti, J Santos, S Venkatramanan, S Hoops, H Mortveit, ...
Scientific reports 11 (1), 1-12, 2021
762021
Causalgnn: Causal-based graph neural networks for spatio-temporal epidemic forecasting
L Wang, A Adiga, J Chen, A Sadilek, S Venkatramanan, M Marathe
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12191 …, 2022
662022
A framework for evaluating epidemic forecasts
FS Tabataba, P Chakraborty, N Ramakrishnan, S Venkatramanan, ...
BMC infectious diseases 17 (1), 345, 2017
632017
Learning everywhere: Pervasive machine learning for effective high-performance computation
G Fox, J Glazier, JCS Kadupitiya, V Jadhao, M Kim, J Qiu, JP Sluka, ...
2019 IEEE International Parallel and Distributed Processing Symposium …, 2019
602019
Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints
S Venkatramanan, J Chen, A Fadikar, S Gupta, D Higdon, B Lewis, ...
PLoS computational biology 15 (9), e1007111, 2019
582019
Prioritizing allocation of COVID-19 vaccines based on social contacts increases vaccination effectiveness
J Chen, S Hoops, A Marathe, H Mortveit, B Lewis, S Venkatramanan, ...
medRxiv, 2021
562021
Forecasting influenza activity using machine-learned mobility map
S Venkatramanan, A Sadilek, A Fadikar, CL Barrett, M Biggerstaff, J Chen, ...
Nature Communications 12 (1), 1-12, 2021
532021
Calibrating a stochastic, agent-based model using quantile-based emulation
A Fadikar, D Higdon, J Chen, B Lewis, S Venkatramanan, M Marathe
SIAM/ASA Journal on Uncertainty Quantification 6 (4), 1685-1706, 2018
522018
Minimum energy accumulative routing in wireless networks
J Chen, L Jia, X Liu, G Noubir, R Sundaram
Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and …, 2005
502005
Meet and merge: Approximation algorithms for confluent flows
J Chen, R Rajaraman, R Sundaram
Journal of Computer and System Sciences 72 (3), 468-489, 2006
482006
Indemics An interactive high-performance computing framework for data-intensive epidemic modeling
KR Bisset, J Chen, S Deodhar, X Feng, Y Ma, MV Marathe
ACM Transactions on Modeling and Computer Simulation (TOMACS) 24 (1), 1-32, 2014
442014
Medical costs of keeping the US economy open during COVID-19
J Chen, A Vullikanti, S Hoops, H Mortveit, B Lewis, S Venkatramanan, ...
Scientific reports 10 (1), 1-10, 2020
432020
The structure of electrical networks: a graph theory based analysis
K Atkins, J Chen, VS Anil Kumar, A Marathe
International journal of critical infrastructures 5 (3), 265-284, 2009
422009
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
S Truelove, CP Smith, M Qin, LC Mullany, RK Borchering, J Lessler, ...
Elife 11, e73584, 2022
402022
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