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    Derivative-based global sensitivity analysis for models with high-dimensional inputs and functional outputs 

    Cleaves, Helen L.; Alexanderian, Alen; Guy, Hayley; Smith, Ralph C.; Yu, Meilin (2019-02-17)
    We present a framework for derivative-based global sensitivity analysis (GSA) for models with high-dimensional input parameters and functional outputs. We combine ideas from derivative-based GSA, random eld representation ...
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    Model input and output dimension reduction using Karhunen Loève expansions with application to biotransport 

    Alexanderian, Alen; Reese, William; Smith, Ralph C.; Yu, Meilin (2019-03-15)
    We consider biotransport in tumors with uncertain heterogeneous material properties. Specifically, we focus on the elliptic partial differential equation (PDE) modeling the pressure field inside the tumor. The permeability ...


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    AuthorAlexanderian, Alen (2)
    Smith, Ralph C. (2)
    Yu, Meilin (2)
    Cleaves, Helen L. (1)Guy, Hayley (1)Reese, William (1)Subjectbiotransport (1)derivative-based global sensitivity measures (DGSMs) (1)functional Sobol' indices (1)global sensitivity analysis (1)Karhunen-Loeve expansions (1)Karhunen-Loève (KL) (1)partial differential equation (PDE) (1)tumor (1)... View MoreDate Issued2019 (2)Has File(s)Yes (2)


    Albin O. Kuhn Library & Gallery
    University of Maryland, Baltimore County
    1000 Hilltop Circle
    Baltimore, MD 21250
    www.umbc.edu/scholarworks

    Contact information:
    Email: scholarworks-group@umbc.edu
    Phone: 410-455-3544


    If you wish to submit a copyright complaint or withdrawal request, please email mdsoar-help@umd.edu.