Scalable Bayesian reduced-order models for high-dimensional multiscale dynamical systems

P. S. Koutsourelakis, Elias Bilionis

While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei…