Petros Koumoutsakos

Petros Koumoutsakos

Harvard University

Professor

Applied Computation

Applied Mathematics

Research Area

  • #Computer science
  • #Mechanics
  • #Vortex
  • #Materials science
  • #Bayesian probability
  • #Bayesian inference
  • #Physics
  • #Mathematics
  • #Uncertainty quantification
  • #Biology

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Related papers to
‘ Computer science ‘ : 22

  • Machine Learning for Fluid Mechanics

    2020/01

    16.3 Impact Factor

    381 citations

    Steven L. Brunton, Bernd R. Noack, Petros Koumoutsakos

    DOI : 10.1146/ANNUREV-FLUID-010719-060214

    • #Computer science
    • #Mechanics
    • #Fluid mechanics
    • #Field (physics)

All papers authored by
‘ Petros Koumoutsakos ’ : 56

  • Machine Learning for Fluid Mechanics

    2020/01
    ANNUAL REVIEW OF FLUID MECHANICS

    16.3 Impact Factor

    381 citations

    Steven L. Brunton, Bernd R. Noack, Petros Koumoutsakos

    DOI : 10.1146/ANNUREV-FLUID-010719-060214

    • #Computer science
    • #Mechanics
    • #Fluid mechanics
    • #Field (physics)

Related papers to
‘ Computer science ‘ : 22

  • Machine Learning for Fluid Mechanics

    2020/01
    ANNUAL REVIEW OF FLUID MECHANICS

    16.3 Impact Factor

    381 citations

    Steven L. Brunton, Bernd R. Noack, Petros Koumoutsakos

    DOI : 10.1146/ANNUREV-FLUID-010719-060214

    • #Computer science
    • #Mechanics
    • #Fluid mechanics
    • #Field (physics)
  • Data-assisted reduced-order modeling of extreme events in complex dynamical systems.

    2018/05
    PLOS ONE

    2.8 Impact Factor

    114 citations

    Zhong Yi Wan, Pantelis Vlachas, Petros Koumoutsakos, Themistoklis Sapsis

    DOI : 10.1371/JOURNAL.PONE.0197704

    • #Computer science
    • #Algorithm
    • #Nonlinear system
    • #Artificial neural network
    • #Dynamical systems theory
    • #Curse of dimensionality
    • #Attractor
    • #Data stream mining
    • #Recurrent neural network
    • #Sparse matrix

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Contact information

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All papers authored by
‘ Petros Koumoutsakos ’ : 56

  • Machine Learning for Fluid Mechanics

    2020/01
    ANNUAL REVIEW OF FLUID MECHANICS

    16.3 Impact Factor

    381 citations

    Steven L. Brunton, Bernd R. Noack, Petros Koumoutsakos

    DOI : 10.1146/ANNUREV-FLUID-010719-060214

    • #Computer science
    • #Mechanics
    • #Fluid mechanics
    • #Field (physics)
  • MorphoGraphX: A platform for quantifying morphogenesis in 4D

    2015/05
    ELIFE

    8.3 Impact Factor

    273 citations

    Pierre Barbier de Reuille, Anne-Lise Routier-Kierzkowska, Daniel Kierzkowski, George W Bassel, Thierry Schüpbach, Gerardo Tauriello, Namrata Bajpai, Sören Strauss, Alain Weber, Annamaria Kiss, Agata Maria Burian, Hugo Hofhuis, Aleksandra Sapala, Marcin Lipowczan, Maria B Heimlicher, Sarah Jane Robinson, Emmanuelle M. Bayer, Konrad Basler, Petros Koumoutsakos, Adrienne Hk Roeder, Tinri Aegerter-Wilmsen, Naomi Nakayama, Miltos Tsiantis, Angela Hay, Dorota Kwiatkowska, Ioannis Xenarios, Cris Kuhlemeier, Richard Simon Smith

    DOI : 10.7554/ELIFE.05864

    • #Biology
    • #Bioinformatics
    • #Biological system
    • #Software
    • #Image processing
    • #Modular design
    • #Template
    • #Morphogenesis
    • #Systems biology
    • #Cell shape
    • #Planar projection

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