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D2SI

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Welcome to D2SI

The D2SI research institute pursues theoretical and computational research at the intersection of dynamics, learning systems, and big data.

The Leadership

Prof. Juan M. Restrepo (co-Director).
His research focuses on the application of statistical physics ideas to non-equilibrium dynamics, informed by data. Application areas include climate dynamics, ocean dynamics, ocean transport, social sciences, and ocean aoustics.

www.science.oregonstate.edu/~restrepo


Prof. Javier Rojo (co-Director},
Department of Statistics,
focuses on Bayesian methodologies and, with application areas in ... https://stat.oregonstate.edu/node/1083

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Research Expertise

  • Data Assimilation
  • Computational Methods for Statistical Physics
  • Bayesian Inference
  • Probabilitic Dynamics
  • Stochastic Processes
  • Applied Linear Algebra
  • Machine Learning and Data Classification
  • Dimension Reduction

    • Application Areas

  • Geosciences: Climate Science, Weather Forecasting, Ocean dynamics.
  • Social Sciences: Urban/Social Resilience
  • Statistical Physics
  • Acoustics

    • Personnel

  • Juan M. Restrepo (Mathematics, Statistics, Physics of Oceans and Atmospheres).
  • Javier Rojo (Statistics)
  • Patrik Nabelek (Mathematics)
  • Dallas Foster (Mathematics)
  • Sandra Nguemto (Mathematics)
  • David Guillory (Mathematics)
  • Greg Detweiler (Mathematics)
  • Barton Gattis (Mathematics)
  • Will Mayfield (Mathematics)
  • Matthew Levis (Mechanical Engineering)
  • Jennifer Peterson (Electrical Engineering)
  • David Rothwell (Public Policy)
  • Dr. Robert Brigantic (PNNL)
  • Prof. Jorge Ramirez (U. Nacional, Colombia)

    • Join Us

    Consider joining us. We welcome all types of expertise and technical backgrounds. Active participation is required .

    You can contact:

    Juan M. Restrepo

    Department of Mathematics, Oregon State University, Corvallis OR 97331, USA
    restrepo@math.oregonstate.edu