A model order reduction benchmark (MORB) tool is currently under development. It is a demonstrator of the generic benchmark framework (MaRDIMark) developed for Task Area 2 of the Mathematical Research Data Initiative (MaRDI) and will serve as an example of how to fairly compare different implementations of algorithms across a standardized benchmark set for scientific computing.
Overview
An overview of MaRDI and MORB are provided in the poster, which was presented at Model Reduction and Surrogate Modeling (MORE), 19-23 September 2022, Berlin, Germany.
mini-MORB (snapshot of MATLAB prototype)
A MATLAB prototype for linear-time-invariant (LTI) systems is largely operational. An example report for the CD Player benchmark is provided. Code can be found on Zenodo and an accompanying report on arXiv.