opinf.roms

Contents

`opinf.roms`#

Reduced-order model classes.

Deterministic Reduced-order Models#

These classes are also available in the main opinf namespace.

`ROM`	Nonparametric reduced-order model.
`ParametricROM`	Parametric reduced-order model.

Probabilistic Reduced-order Models#

The following classes are used to represent probabilistic models. A probability distribution is constructed for an operator matrix; an individual draw from this distribution defines a new deterministic model. See [GMW22].

`OperatorPosterior`	Posterior distribution for operator matrices.
`BayesianROM`	Probabilistic nonparametric reduced-order model.