Data-Driven Reduced Model Construction with Time-Domain Loewner Models

This work presents a data-driven nonintrusive model reduction approach for large-scale time-dependent systems with linear state dependence. Traditionally, model reduction is performed in an intrusive projection-based framework, where the operators of the full model are required either explicitly in...

Полное описание

Библиографические подробности
Главные авторы: Gugercin, Serkan, Peherstorfer, Benjamin, Willcox, Karen E
Другие авторы: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Формат: Статья
Опубликовано: Society for Industrial & Applied Mathematics (SIAM) 2018
Online-ссылка:http://hdl.handle.net/1721.1/116613
https://orcid.org/0000-0002-5045-046X
https://orcid.org/0000-0003-2156-9338