Gaussian Process Subspace Regression for Model Reduction

Ruda Zhang, Simon Mak, David Dunson

Subspace-valued functions arise in a wide range of problems, including parametric reduced order modeling (PROM). In PROM, each parameter point can be associated with a subspace, wh…