Youssef Marzouk

Massachusetts Institute of Technology

Professor

Department of Aeronautics and Astronautics

Institute for Data, Systems, and Society

Center for Computational Science and Engineering

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Research Area

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

SCIE paper information

Papers relevant to ‘Mathematics’: 26

Research performance of SCIE papers matching with ‘Mathematics’

Citations of SCIE papers SCIE papers 02k4k6k8k10k020406080100120140160

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Dimension-independent likelihood-informed MCMC

    2016/01 JOURNAL OF COMPUTATIONAL PHYSICS 2.744 Impact Factor 128 citations

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

    DOI : 10.1016/J.JCP.2015.10.008

  • Likelihood-informed dimension reduction for nonlinear inverse problems

    2014/10 INVERSE PROBLEMS 1.323 Impact Factor 117 citations

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

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

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Papers for author ‘Youssef Marzouk’: 44

Number of published SCIE papers by year

024682014201520162017201820192020
H-index 16
Number of NCS papers 0

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Dimension-independent likelihood-informed MCMC

    2016/01 JOURNAL OF COMPUTATIONAL PHYSICS 2.744 Impact Factor 128 citations

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

    DOI : 10.1016/J.JCP.2015.10.008

  • Likelihood-informed dimension reduction for nonlinear inverse problems

    2014/10 INVERSE PROBLEMS 1.323 Impact Factor 117 citations

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

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

How can I correct errors in PhD.GO?

conference information

Papers relevant to ‘Mathematics’: 1

Research performance of Top-tier Conference matching with ‘Mathematics’

Citations of Top-tier Conference Top-tier Conference paper(s) 01k2k3k4k5k0612182430364248

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • A Stein variational Newton method

    2018/01 NEURIPS Top-tier Conference 65 citations

    Gianluca Detommaso, T Cui, Youssef M. Marzouk, A Spantini, Robert Scheichl

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Papers for author ‘Youssef Marzouk’: 3

Number of published Top-tier Conference by year

01234201720182020
Top-tier Conference 3

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • A Stein variational Newton method

    2018/01 NEURIPS Top-tier Conference 65 citations

    Gianluca Detommaso, T Cui, Youssef M. Marzouk, A Spantini, Robert Scheichl

  • Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting

    2017/01 NEURIPS Top-tier Conference 7 citations

    Rebecca E. Morrison, Ricardo Baptista, Youssef M. Marzouk

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