Reports about new model order reduction techniques, error estimators and algorithms

Autor: Jadhav, Onkar, Morelli, Umberto Emil, Ramlau, Ronny, Rozza, Gianluigi, Shah, Nirav Vasant, Stadler, Bernadett
Jazyk: angličtina
Rok vydání: 2019
Předmět:
DOI: 10.5281/zenodo.3459552
Popis: The main goal of the ROMSOC project is to develop new modelling, simulation and optimization (MSO) techniques and associated software to handle real-world scenarios which are relevant for industrial applications in different application areas. The required full order models (FOM) involve coupled multiphysics problems for which standard numerical methods used to compute accurate approximated solutions demand high computational costs and usually fail to provide real-time simulation tools. Hence, the use of reduced order models (ROM) is a must for the design of computational tools, which are potentially applicable in real-world industrial problems. The report briefly describes ROM approaches, error estimators and algorithms for different applications developed within the projects of ESR1, ESR6, ESR8 and ESR10.
Project Deliverable (D3.1)
Databáze: OpenAIRE