Upcoming Events

Geometric Methods for the Approximation of High-dimensional Dynamical Systems

  • Where: Mason Hall Auditorium
  • When: February 23, 2017 to February 23, 2017, 16:00
  • Mauro Maggioni
  • An IDIES Bi-Monthly Seminar

Abstract: We discuss a geometry-based statistical learning framework for performing model reduction and modeling of stochastic high-dimensional dynamical systems. We consider two complementary settings. In the first one, we are given long trajectories of a system, e.g. from molecular dynamics, and we discuss new techniques for estimating, in a robust fashion, an effective number of … Continued