Understanding chaos in COVID-19 and its relationship to stringency index: Applications to large-scale and granular level prediction models

• Imee V. Necesito,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Civil Engineering, Inha University, Incheon, South Korea

  https://orcid.org/0000-0002-3975-557X

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• John Mark S. Velasco,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliations Institute of Molecular Biology and Biotechnology, National Institutes of Health, University of the Philippines, Manila, Philippines, Department of Clinical Epidemiology, College of Medicine, University of the Philippines, Manila, Philippines

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• Jaewon Jung,

  Roles Writing – review & editing

  Affiliation Department of Hydro Science and Engineering Research, Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, South Korea

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• Young Hye Bae,

  Roles Writing – review & editing

  Affiliation Department of Civil Engineering, Inha University, Incheon, South Korea

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• Jun Hyeong Lee,

  Roles Writing – review & editing

  Affiliation Department of Civil Engineering, Inha University, Incheon, South Korea

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• Soo Jun Kim,

  Roles Writing – review & editing

  Affiliation Department of Civil Engineering, Inha University, Incheon, South Korea

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• Hung Soo Kim

  Roles Funding acquisition, Writing – review & editing

  * E-mail: sookim@inha.ac.kr

  Affiliation Department of Civil Engineering, Inha University, Incheon, South Korea

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