romtools.workflows

The workflows module contains all of our “outerloop” workflows used for ROM construction and ROM exploitation. We currently support: - Greedy sampling for construction of reduced-basis ROMs - Random sampling for model exploitation - Coupling classes to Dakota for

• Random sampling

Modules

dakota
formatting
greedy	Implementation of the greedy workflow.
inverse
model_builders	Protocol for building a model This is mainly used for constructing data-driven models in iterative workflows like greedy
models	Protocol for interfacing with external applications
parameter_spaces	Model reduction is often focused on parameterized PDEs, where \(\boldsymbol \mu\) is the parameter set.
parameters
residual_evaluator	Protocol for interfacing with external application to compute residual snapshots corresponding to existing state snapshots.
sampling	Implementation of basic sampling workflow.
sampling_methods
sampling_with_holdout	Implementation of basic sampling workflow with a holdout set.
workflow_utils