Youssef M. Marzouk

Youssef M. Marzouk

Massachusetts Institute of Technology

Professor

Department of Aeronautics and Astronautics

Research Area

  • #Mathematics
  • #Bayesian inference
  • #Applied mathematics
  • #Markov chain Monte Carlo
  • #Inverse problem
  • #Algorithm
  • #Mathematical optimization
  • #Computer science
  • #Bayesian probability
  • #Posterior probability

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Related papers to
‘ Mathematics ‘ : 26

  • Dimension-independent likelihood-informed MCMC

    2016/01

    2.7 Impact Factor

    128 citations

    T Cui, Kody J.H. Law, Youssef M. Marzouk

    DOI : 10.1016/J.JCP.2015.10.008

    • #Mathematics
    • #Mathematical optimization
    • #Applied mathematics
    • #Discretization
    • #Inverse problem
    • #Probability measure
    • #Hessian matrix
    • #Bayesian inference
    • #Markov chain Monte Carlo
    • #Posterior probability
    • #Stochastic differential equation

All papers authored by
‘ Youssef M. Marzouk ’ : 44

  • Dimension-independent likelihood-informed MCMC

    2016/01
    JOURNAL OF COMPUTATIONAL PHYSICS

    2.7 Impact Factor

    128 citations

    T Cui, Kody J.H. Law, Youssef M. Marzouk

    DOI : 10.1016/J.JCP.2015.10.008

    • #Mathematics
    • #Mathematical optimization
    • #Applied mathematics
    • #Discretization
    • #Inverse problem
    • #Probability measure
    • #Hessian matrix
    • #Bayesian inference
    • #Markov chain Monte Carlo
    • #Posterior probability
    • #Stochastic differential equation

Related papers to
‘ Mathematics ‘ : 26

  • Dimension-independent likelihood-informed MCMC

    2016/01
    JOURNAL OF COMPUTATIONAL PHYSICS

    2.7 Impact Factor

    128 citations

    T Cui, Kody J.H. Law, Youssef M. Marzouk

    DOI : 10.1016/J.JCP.2015.10.008

    • #Mathematics
    • #Mathematical optimization
    • #Applied mathematics
    • #Discretization
    • #Inverse problem
    • #Probability measure
    • #Hessian matrix
    • #Bayesian inference
    • #Markov chain Monte Carlo
    • #Posterior probability
    • #Stochastic differential equation
  • Likelihood-informed dimension reduction for nonlinear inverse problems

    2014/10
    INVERSE PROBLEMS

    1.3 Impact Factor

    117 citations

    T Cui, J Martin, Youssef M. Marzouk, A Solonen, A Spantini

    DOI : 10.1088/0266-5611/30/11/114015

    • #Mathematics
    • #Applied mathematics
    • #Inverse problem
    • #Dimensionality reduction
    • #Bayesian inference
    • #Markov chain Monte Carlo
    • #Variance reduction
    • #Low-rank approximation
    • #Nonlinear inverse problem

Get access to
Contact information

Log in

All papers authored by
‘ Youssef M. Marzouk ’ : 44

  • Dimension-independent likelihood-informed MCMC

    2016/01
    JOURNAL OF COMPUTATIONAL PHYSICS

    2.7 Impact Factor

    128 citations

    T Cui, Kody J.H. Law, Youssef M. Marzouk

    DOI : 10.1016/J.JCP.2015.10.008

    • #Mathematics
    • #Mathematical optimization
    • #Applied mathematics
    • #Discretization
    • #Inverse problem
    • #Probability measure
    • #Hessian matrix
    • #Bayesian inference
    • #Markov chain Monte Carlo
    • #Posterior probability
    • #Stochastic differential equation
  • Likelihood-informed dimension reduction for nonlinear inverse problems

    2014/10
    INVERSE PROBLEMS

    1.3 Impact Factor

    117 citations

    T Cui, J Martin, Youssef M. Marzouk, A Solonen, A Spantini

    DOI : 10.1088/0266-5611/30/11/114015

    • #Mathematics
    • #Applied mathematics
    • #Inverse problem
    • #Dimensionality reduction
    • #Bayesian inference
    • #Markov chain Monte Carlo
    • #Variance reduction
    • #Low-rank approximation
    • #Nonlinear inverse problem

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