Multi-scale modeling course

This is a repository and outline for the 2020 Multi-scale Modeling and Coarse Graining course/reading group.

  1. Coarse-graining
  2. Maximum entropy methods
  3. Renormalization
  4. Graph/Network Methods
  5. Continuum formulations of ensemble random walks
  6. Lattice-based methods for random walk analysis
  7. Dynamical system stability and random matrix methods
  8. Nonlinear dimension reduction and manifold discovery