Concepedia

Mobility-informed Forecasting

Mobility-Informed Forecasting is a forecasting framework that integrates human mobility data as a critical input to model and predict the spatial-temporal dynamics of disease transmission in epidemic outbreaks.

36

Publications

1.4K

Citations

161

Authors

84

Institutions

Publications per year

2017–2026

34

Parents

Publications

36

An analytical framework to nowcast well-being using mobile phone data

Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli et al. · International Journal of Data Science and Analytics · 2016 · 141 citations · Full text

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Public mobility data enables COVID-19 forecasting and management at local and global scales

Cornelia Ilin, Sébastien Annan-Phan, Xiao Hui Tai et al. · Scientific Reports · 2021 · 134 citations · Full text

, , +17

Using a partial differential equation with Google Mobility data to predict COVID-19 in Arizona

Mathematical Biosciences & Engineering · 2020 · 91 citations · Full text

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Combining graph neural networks and spatio-temporal disease models to improve the prediction of weekly COVID-19 cases in Germany

Cornelius Fritz, Emilio Dorigatti, David Rügamer · Scientific Reports · 2022 · 81 citations · Full text

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A fuel-based method for updating mobile source emissions during the COVID-19 pandemic

Colin Harkins, Brian McDonald, Daven K. Henze et al. · Environmental Research Letters · 2021 · 70 citations · Full text

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1–5 of 36

Authors

161

  1. DB
    Donal Bisanzio

    RTI International, United States

    2 publications · 82 citations

    2

    h-index

  2. AG
    Alain Goriely

    University of Oxford, United Kingdom

    2 publications · 74 citations

    2

    h-index

  3. DR
    David Rügamer

    Ludwig-Maximilians-Universität München, Germany

    2 publications · 91 citations

    2

    h-index

  4. CF
    Cornelius Fritz

    Ludwig-Maximilians-Universität München, Germany

    2 publications · 91 citations

    2

    h-index

  5. MU
    Moritz U. G. Kraemer

    University of Oxford, United Kingdom

    2 publications · 82 citations

    2

    h-index

1–5 of 161

Institutions

84

  1. University of Oxford

    Oxford, United Kingdom

    4 h-index

    4 publications

    156 citations

  2. Stanford University

    Stanford, United States

    3 h-index

    6 publications

    200 citations

  3. Harvard University

    Cambridge, United States

    2 h-index

    4 publications

    164 citations

  4. University of Calabria

    Rende, Italy

    2 h-index

    3 publications

    108 citations

  5. RTI International

    Durham, United States

    2 h-index

    4 publications

    164 citations

  6. University of Moratuwa

    Moratuwa, Sri Lanka

    2 h-index

    12 publications

    174 citations

  7. University of Nottingham

    Nottingham, United Kingdom

    2 h-index

    2 publications

    82 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    5 publications

    66 citations

1–8 of 84

Venues

  1. Scientific Reports

    3 publications · 228 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 40 citations

    2

    h-index

  3. PLoS ONE

    2 publications · 39 citations

    2

    h-index

  4. medRxiv

    Repository · 2 publications · 31 citations

    2

    h-index

  5. Data & Policy

    1 publications · 16 citations

    1

    h-index

1–5