Yitao Huang

ORCID: 0000-0001-7846-2174
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About
Contact & Profiles
Research Areas
  • COVID-19 epidemiological studies
  • Data-Driven Disease Surveillance
  • Data Analysis with R
  • COVID-19 Pandemic Impacts
  • Climate Change and Health Impacts
  • Forecasting Techniques and Applications
  • Iterative Learning Control Systems
  • Advanced Measurement and Metrology Techniques
  • Advanced machining processes and optimization

Genertec Shenyang Machine Tool Co., Ltd. (China)
2024

University of Michigan–Ann Arbor
2021-2022

Short-term probabilistic forecasts of the trajectory COVID-19 pandemic in United States have served as a visible and important communication channel between scientific modeling community both general public decision-makers. Forecasting models provide specific, quantitative, evaluable predictions that inform short-term decisions such healthcare staffing needs, school closures, allocation medical supplies. Starting April 2020, US Forecast Hub ( https://covid19forecasthub.org/ ) collected,...

10.1073/pnas.2113561119 article EN cc-by Proceedings of the National Academy of Sciences 2022-04-08

Abstract Academic researchers, government agencies, industry groups, and individuals have produced forecasts at an unprecedented scale during the COVID-19 pandemic. To leverage these forecasts, United States Centers for Disease Control Prevention (CDC) partnered with academic research lab University of Massachusetts Amherst to create US Forecast Hub. Launched in April 2020, Hub is a dataset point probabilistic incident cases, hospitalizations, deaths, cumulative deaths due county, state,...

10.1038/s41597-022-01517-w article EN cc-by Scientific Data 2022-08-01

Abstract Short-term probabilistic forecasts of the trajectory COVID-19 pandemic in United States have served as a visible and important communication channel between scientific modeling community both general public decision-makers. Forecasting models provide specific, quantitative, evaluable predictions that inform short-term decisions such healthcare staffing needs, school closures, allocation medical supplies. Starting April 2020, US Forecast Hub ( https://covid19forecasthub.org/ )...

10.1101/2021.02.03.21250974 preprint EN medRxiv (Cold Spring Harbor Laboratory) 2021-02-05
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