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    Chapter and Conference Paper

    An Applied/Computational Mathematician’s View of Uncertainty Quantification for Complex Systems

    Uncertainty quantification (UQ) is defined differently by different disciplines. Here, we first review an applied and computational mathematician’s definition of UQ for complex systems, especially in the conte...

    Max Gunzburger in Algorithms and Complexity in Mathematics, Epistemology, and Science (2019)

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    Chapter and Conference Paper

    An Adaptive Wavelet Stochastic Collocation Method for Irregular Solutions of Partial Differential Equations with Random Input Data

    A novel multi-dimensional multi-resolution adaptive wavelet stochastic collocation method (AWSCM) for solving partial differential equations with random input data is proposed. The uncertainty in the input dat...

    Max Gunzburger, Clayton G. Webster in Sparse Grids and Applications - Munich 2012 (2014)

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    Chapter and Conference Paper

    A Locally Conservative Mimetic Least-Squares Finite Element Method for the Stokes Equations

    Least-squares finite element methods (LSFEMs) for the incompressible Stokes equations that use nodal C 0 elements conserve mass approximately. This has led to the common and widespread misconcepti...

    Pavel Bochev, Max Gunzburger in Large-Scale Scientific Computing (2010)

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    Chapter and Conference Paper

    Bridging Methods for Coupling Atomistic and Continuum Models

    We review some recent developments in the coupling of atomistic and continuum models based on the blending of the two models in a bridge region connecting the other two regions in which the models are separate...

    Santiago Badia, Pavel Bochev, Max Gunzburger in Large-Scale Scientific Computing (2008)

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    Chapter and Conference Paper

    Reduced-Order Modeling of Complex Systems with Multiple System Parameters

    The computational approximation of solutions of complex systems such as the Navier-Stokes equations is often a formidable task. For example, in feedback control settings where one often needs solutions of the ...

    Max Gunzburger, Janet Peterson in Large-Scale Scientific Computing (2006)

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    Chapter and Conference Paper

    Discretization of Cost and Sensitivities in Shape Optimization

    We consider a problem in aircraft engine testing [1], [6]. Of special concern is the influence of the aircraft forebody on the flow that reaches the engine intake. Modern aircraft are too large to place in a w...

    John Burkardt, Max Gunzburger, Janet Peterson in Computation and Control IV (1995)