Publications by authors named "Hongru Du"

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Unified real-time environmental-epidemiological data for multiscale modeling of the COVID-19 pandemic.
Hamada S Badr, Benjamin F Zaitchik, Gaige H Kerr, Nhat-Lan H Nguyen, Yen-Ting Chen, Patrick Hinson, Josh M Colston, Margaret N Kosek, Ensheng Dong, Hongru Du

Sci Data· June 2023

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An optimized geo-hierarchical ensemble model to forecast hospitalizations from respiratory viruses in the United States.
Shaochong Xu, Hongru Du, Ensheng Dong, Xianglong Wang, Liyue Zhang

Epidemics· December 2025

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Improving policy design and epidemic response using integrated models of economic choice and disease dynamics with behavioral feedback.
Hongru Du, Matthew V Zahn, Sara L Loo, Tijs W Alleman, Shaun Truelove

PLoS Comput Biol· October 2025

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SafeTraffic Copilot: adapting large language models for trustworthy traffic safety assessments and decision interventions.
Yang Zhao, Pu Wang, Yibo Zhao, Hongru Du, Hao Frank Yang

Nat Commun· October 2025

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Advancing real-time infectious disease forecasting using large language models.
Hongru Du, Yang Zhao, Jianan Zhao, Shaochong Xu, Xihong Lin

Nat Comput Sci· June 2025

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A multi-city COVID-19 forecasting model utilizing wastewater-based epidemiology.
Naomi Rankin, Samee Saiyed, Hongru Du, Lauren M Gardner

Sci Total Environ· January 2025

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Incorporating endogenous human behavior in models of COVID-19 transmission: A systematic scoping review.
Alisa Hamilton, Fardad Haghpanah, Alexander Tulchinsky, Nodar Kipshidze, Suprena Poleon, Hongru Du

Dialogues Health· June 2024

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Association between vaccination rates and COVID-19 health outcomes in the United States: a population-level statistical analysis.
Hongru Du, Samee Saiyed, Lauren M Gardner

BMC Public Health· January 2024

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Incorporating variant frequencies data into short-term forecasting for COVID-19 cases and deaths in the USA: a deep learning approach.
Hongru Du, Ensheng Dong, Hamada S Badr, Mary E Petrone, Nathan D Grubaugh

EBioMedicine· March 2023

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The Johns Hopkins University Center for Systems Science and Engineering COVID-19 Dashboard: data collection process, challenges faced, and lessons learned.
Ensheng Dong, Jeremy Ratcliff, Tamara D Goyea, Aaron Katz, Ryan Lau, Hongru Du

Lancet Infect Dis· December 2022

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Association between mobility patterns and COVID-19 transmission in the USA: a mathematical modelling study.
Hamada S Badr, Hongru Du, Maximilian Marshall, Ensheng Dong, Marietta M Squire

Lancet Infect Dis· November 2020

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An interactive web-based dashboard to track COVID-19 in real time.
Ensheng Dong, Hongru Du, Lauren Gardner

Lancet Infect Dis· May 2020

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Correction: Urban networks among Chinese cities along "the Belt and Road": A case of web search activity in cyberspace.
Lu Zhang, Hongru Du, Yannan Zhao, Rongwei Wu, Xiaolei Zhang

PLoS One· April 2018

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Urban networks among Chinese cities along "the Belt and Road": A case of web search activity in cyberspace.
Lu Zhang, Hongru Du, Yannan Zhao, Rongwei Wu, Xiaolei Zhang

PLoS One· December 2017

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