Goal-Oriented Dimension Reduction for
Bayesian Inverse Problems Governed by
Autonomous
Dynamical
Systems
Sreeram Venkat, Stefan Henneking, & Omar Ghattas
Oden Institute for Computational Engineering and Sciences, The
University of Texas at Austin
SIAM UQ26 — March 22, 2026 — Minneapolis, MN