MORB

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, first-order systems (LTI-FOS) is largely operational. An example report for the CD Player benchmark is provided.

Please also see the report published in PAMM, as well as the accompanying code hosted at Zenodo.

 @article{BenLS23,
     title = {Towards a benchmark framework for model order reduction in the {{Mathematical Research Data Initiative}} ({{MaRDI}})},
     author = {Benner, Peter and Lund, Kathryn and Saak, Jens},
     year = {2023},
     journal = {Proceeding Appl. Math. Mech.},
     doi = {10.1002/pamm.202300147},
     pages = {e202300147}
 }

 @misc{mini-MORB,
     title = {mini-{{MORB}} ({{Model Order Reduction Benchmarker}})},
     author = {Lund, Kathryn and Saak, Jens and Benner, Peter},
     year = {2023},
     doi = {10.5281/zenodo.8093832}
 }