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Daniele Bigoni

  • PhD
  • Postdoctoral Associate
  • Massachusetts Institute of Technology
  • 3h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 28CitationsNumber of citations received by Daniele's publications. Updated daily.

Research interests

Math and physicsHigh-performance computingMachine learningNumerical methods for differential equationsOrdinary and partial differential equationsUncertainty quantification

Co-authors (4)

  • Chi Feng
  • Rene Schenkendorf
  • Ricardo Baptista
  • Rebecca Morrison
  • Ben  Zhang
  • Zheng Wang

Publications (5)

  • Inference via low-dimensional couplings

    • Spantini A
    • Bigoni D
    • Marzouk Y
    N/AReaders
    N/ACitations
  • Adaptive construction of measure transports for Bayesian inference

    • Bigoni D
    • Spantini A
    • Marzouk Y
    N/AReaders
    N/ACitations
  • Spectral tensor-train decomposition

    • Bigoni D
    • Engsig-Karup A
    • Marzouk Y
    N/AReaders
    1Citations
    Get full text
  • Unstructured spectral element model for dispersive and nonlinear wave propagation

    • Engsig-Karup A
    • Eskilsson C
    • Bigoni D
    N/AReaders
    0Citations
  • Comparison of classical and modern uncertainty qualification methods for the calculation of critical speeds in railway vehicle dynamics

    • Bigoni D
    • Engsig-Karup A
    • True H
    N/AReaders
    3Citations

Professional experience

Postdoctoral Associate

Massachusetts Institute of Technology

June 2015 - Present

Research Assistant

Danmarks Tekniske Universitet

February 2015 - April 2015(2 months)

PhD Student

Danmarks Tekniske Universitet

December 2011 - February 2015(3 years)