Capturing Complexity: Transferable flood impact models with Machine Learning

D.J. Wagenaar

    Research output: PhD ThesisPhD Thesis - Research VU, graduation VU

    Original languageEnglish
    QualificationPhD
    Awarding Institution
    • Vrije Universiteit Amsterdam
    Supervisors/Advisors
    • Aerts, J.C.J.H., Supervisor
    • de Moel, Hans, Co-supervisor
    • Bouwer, L.M., Co-supervisor
    Award date2 Sep 2020
    Publication statusPublished - 2020

    Keywords

    • Flood damage
    • flood loss
    • machine learning
    • domain adaptation
    • model transfer
    • transferability
    • sample selection bias correction

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