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Filtering by: Creator Jajja, Saad A. Remove constraint Creator: Jajja, Saad A. Subject Monte Carlo method Remove constraint Subject: Monte Carlo method

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  • Matrix-Free Methods in Spatial-Temporal Modeling

    Creator:
    Wang, Chunxiao
    Abstract:
    Spatial-temporal data arises in many applications, for example, environment sciences and disease mapping. This dissertation focuses on Gaussian spatial-temporal data. To make statistical inference for Gaussian spatial-temporal data, we developed a special class of spatial-temporal Gaussian state-space models in which the state vectors are constructed following spatial-temporal Gaussian autoregressions that...
    Resource Type:
    Dissertation
    Full Text:
    , we developed a special class of spatial-temporal Gaussian state-space models in which the state

  • An inherently parallel Monte Carlo linear systems solver applied to neutron diffusion equations

    Creator:
    Eccleston, Bradley R.
    Abstract:
    Linear solvers are often used to solve neutron diffusion problems. These tools have two significant shortcomings. First, parallel implementations provide only a modest speedup. The operations cannot be divided cleanly between processors. Second, for large matrices they can be very slow. Our primary goal is to find a new method...
    Resource Type:
    Masters Thesis
    Full Text:
    . These tools have two significant shortcomings. First, parallel implementations provide only a modest

  • Monte Carlo device modeling applications on parallel computers

    Creator:
    Pennathur, Shankar S.
    Abstract:
    One of the ways of countering the ever increasing computational requirements in the simulation and modeling of electrical and electromagnetic devices and phenomena, is the development of simulation and modeling tools on parallel computing platforms. In this thesis, a previously developed Monte Carlo parallel device simulator is utilized, enhanced, and...
    Resource Type:
    Dissertation
    Full Text:
    computing platforms. In this thesis, a previously developed Monte Carlo parallel device simu- lator is