Birs- 17w5140: Data-Driven Methods for Reduced-Order Modeling and Stochastic Partial Differential Equations

  1. Title:
    Sparse sensing and dimensionality reduction in neuroscience
    Speaker:
    Bing Brunton

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701300909-Brunton.html

  2. Title:
    Adapting equation-free modeling techniques for modern infectious disease data
    Speaker:
    Joshua L. Proctor

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701300959-Proctor.html

  3. Title:
    Randomized model order reduction
    Speaker:
    Alessandro Alla

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701301117-Alla.html

  4. Title:
    Modelling of 3D shape spaces from limited data
    Speaker:
    Andrew Fitzgibbon

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701301404-Fitzgibbon.html

  5. Title:
    Density Tracking by Quadrature for SDE Inference
    Speaker:
    Harish S. Bhat

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701311142-Bhat.html

  6. Title:
    Data-Driven Discovery and Control of Nonlinear Dynamical Systems
    Speaker:
    Steven Brunton

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701311401-Brunton.html

  7. Title:
    A Representation Theory Perspective on Simultaneous Alignment and Classification
    Speaker:
    Roy Lederman

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701311621-Lederman.html

  8. Title:
    Data-driven discovery of partial differential equations
    Speaker:
    Sam Rudy

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701311640-Rudy.html

  9. Title:
    Kernel Analog Forecasting with Applications to Intra-seasonal Tropical Oscillations
    Speaker:
    Romeo Alexander

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701311703-Alexander.html

  10. Title:
    Dynamic Mode Decomposition Reveals Low-Dimensional Structure and a Hierarchy of Timescales in C. elegans Neural Dynamics
    Speaker:
    James Kunert-graf

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201701311746-Kunert-Graf.html

  11. Title:
    In pursuit of more reductions in RBM for convection type problems
    Speaker:
    Yvon Maday

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702011830-Maday.html

  12. Title:
    Structure-preserving model reduction for nonlinear finite-volume models
    Speaker:
    Kevin Carlberg

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702011931-Carlberg.html

  13. Title:
    Closure Modeling for Reduced Order Models of Multi-Scale Problems
    Speaker:
    Karthik Duraisamy

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702011958-Duraisamy.html

  14. Title:
    Parametric Model Order Reduction or Uncertainty Quantification?
    Speaker:
    Sara Grundel

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702012033-Grundel.html

  15. Title:
    Innovative Model Reduction Based Computational Technologies for Complex Engineering Problems: Progress, Results and Challenges
    Speaker:
    Charbel Farhat

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702020906-Farhat.html

  16. Title:
    Data-driven modeling for control of systems with time-varying and uncertain parameters
    Speaker:
    Boris Kramer

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702021009-Kramer.html

  17. Title:
    Efficient PDE-Constrained Optimization under Uncertainty using Adaptive Model Reduction and Sparse Grids
    Speaker:
    Matthew Zahr

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702021101-Zahr.html

  18. Title:
    Network-based modeling and control of unsteady fluid flows
    Speaker:
    Kunihiko Taira

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702021133-Taira.html

  19. Title:
    What to interpolate for optimal model reduction: Moving from linear to nonlinear dynamics
    Speaker:
    Serkan Gugercin

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702021401-Gugercin.html

  20. Title:
    Koopman Meets Bellman: Another Route to Control Using Data-Driven Kooman Analysis
    Speaker:
    Matthew Williams

    Link:
    http://www.birs.ca/events/2017/5-day-workshops/17w5140/videos/watch/201702021600-Williams.html