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Reduced Order Modelling, Simulation and Optimization of Coupled systems

Deliverables

Invited session proposals at Conference on Reduced Order Modelling, Simulation and Optimization of Coupled Systems

Invited session proposals at conferences on: Challenges in Reduced Order Modelling, Simulation and Optimization of Coupled Systems (M24)

Software-based representation of selected benchmark hierarchies equipped with publically available data

Software-based representation of selected benchmark hierarchies equipped with publically available data (M24)

Final workshop on future valorisation of the results and industrial knowledge transfer

Final workshop on valorisation of the results, industrial knowledge transfer and future challenges (M49)

Supervisory Board of ROMSOC

Supervisory Board of the ROMSOC network

Completed training programme on Mathematical Methodologies

Completed training programme on Mathematical Methodologies (M23)

ESR recruitment final summary report

ESR recruitment final summary report (M7)

Reports, data and web presentation of model hierarchies for the use in training courses

Reports, data and web presentation of model hierarchies for the use in training courses (M54)

All the ESRs pass their first-year Ph.D. evaluation at their respective institutions

All the ESRs pass their first-year Ph.D. evaluation at their respective institutions (M24)

Awarded PhD degrees for all ESRs

Awarded PhD degrees for all ESRs (M54)

Completed training programmes on transferable and- soft skills

Completed training programmes on transferable and- soft skills (M47)

Reports about 8 selected benchmark cases of model hierarchies

Reports about 8 selected benchmark cases of model hierarchies (M12)

Innovation Report

Innovation Report M53

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

Reports about new model order reduction techniques, error estimators and algorithms (M24)

Benchmark cases

Benchmark cases M46

Reports on specific model hierarchies for different coupling applications and the corresponding error analyses

Reports on specific model hierarchies for different coupling applications and the corresponding error analyses M24

Report on common coupling framework, error and complexity measures

Report on common coupling framework error and complexity measures M23

Reports about new techniques for the integration of model hierarchies into optimization techniques

Reports about new techniques for the integration of model hierarchies into optimization techniques M44

Personal career development plans for all ESRs

Personal career development plans for all ESRs (M11)

Reports on specific reduced order modelling techniques for different applications

Reports on specific reduced order modelling techniques for different applications (M24).

Reports about error estimators and data-driven adaptations for modelling and optimization errors

Reports about error estimators and datadriven adaptations for modelling and optimization errors M23

Publications

Extended finite element method for fluid‐structure interaction in wave membrane blood pump

Author(s): Marco Martinolli, Jacopo Biasetti, Stefano Zonca, Luc Polverelli, Christian Vergara
Published in: International Journal for Numerical Methods in Biomedical Engineering, Issue 37/7, 2021, ISSN 2040-7939
Publisher: John Wiley & Sons Ltd.
DOI: 10.1002/cnm.3467

Coupling of model order reduction and multirate techniques for coupled dynamical systems

Author(s): M.W.F.M. Bannenberg, A. Ciccazzo, M. Günther
Published in: Applied Mathematics Letters, Issue 112, 2021, Page(s) 106780, ISSN 0893-9659
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.aml.2020.106780

Reduced order multirate schemes in industrial circuit simulation

Author(s): Marcus W. F. M. Bannenberg; Angelo Ciccazzo; Michael Günther
Published in: Journal of Mathematics in Industry, Issue 21905983, 2022, ISSN 2190-5983
Publisher: Springer Verlag
DOI: 10.1186/s13362-022-00127-w

Point source regularization of the finite source reflector problem

Author(s): Jean-David Benamou, Guillaume Chazezareis, Wilbert Ijzerman, Giorgi Rukaia
Published in: Journal of Computational Physics, Issue 00219991, 2022, ISSN 0021-9991
Publisher: Academic Press
DOI: 10.1016/j.jcp.2022.111032

Model order reduction for the simulation of parametric interest rate models in financial risk analysis

Author(s): Andreas Binder, Onkar Jadhav, Volker Mehrmann
Published in: Journal of Mathematics in Industry, Issue 11/1, 2021, Page(s) 1-34, ISSN 2190-5983
Publisher: Springer Verlag
DOI: 10.1186/s13362-021-00105-8

Computational Fluid–Structure Interaction Study of a New Wave Membrane Blood Pump

Author(s): Martinolli, Marco; Cornat, Francois; Vergara, Christian
Published in: Cardiovascular Engineering and Technology, Issue 2, 2021, ISSN 1869-408X
Publisher: Springer Pub. Co.,
DOI: 10.1007/s13239-021-00584-1

Maximum entropy snapshot sampling for reduced basis modelling

Author(s): Marcus W.F.M. Bannenberg, Fotios Kasolis, Michael Günther, Markus Clemens
Published in: Compel : internat. journal for computation and mathematics in electrical and electronic engineering, 2021, ISSN 0332-1649
Publisher: Emerald Group Publishing Ltd.
DOI: 10.1108/compel-02-2021-0050

An augmented wavelet reconstructor for atmospheric tomography

Author(s): Ronny Ramlau, Bernadett Stadler
Published in: ETNA - Electronic Transactions on Numerical Analysis, Issue 54 journal refereed 28, 2020, Page(s) 256-275, ISSN 1068-9613
Publisher: Kent State University
DOI: 10.1553/etna_vol54s256

Reduced order multirate schemes for coupled differential-algebraic systems

Author(s): M.W.F.M. Bannenberg, A. Ciccazzo, M. Günther
Published in: Applied Numerical Mathematics, Issue 168, 2021, Page(s) 104-114, ISSN 0168-9274
Publisher: Elsevier BV
DOI: 10.1016/j.apnum.2021.05.023

A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation

Author(s): Umberto Emil Morelli, Patricia Barral, Peregrina Quintela, Gianluigi Rozza, Giovanni Stabile
Published in: International Journal for Numerical Methods in Engineering, 2021, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/nme.6713

Simplified Modeling of Brazing Furnaces

Author(s): Martín Ortega, Elena; Nayak, Ashwin Sadanand; Varas, Fernando
Published in: Proceedings of the 139 European Study Group With Industry (139ESGI), Issue 1, 2019, Page(s) 17
Publisher: Spanish Network for Mathematics & Industry (math-in)
DOI: 10.5281/zenodo.3610122

Order Reduction on Dynamic Systems using Machine Learning

Author(s): Rivero Jiménez, Ángel; Solano López, Pablo; Gómez Tato, Andrés; García-Selfa, David; Díaz Méndez, Manuel; Pena, Francisco; Martinolli, Marco; Stadler, Bernadett; Auer, Naomi; Morelli, Umberto Emil
Published in: Proceedings of the 139 European Study Group With Industry (139ESGI), Issue 1, 2019
Publisher: Spanish Network for Mathematics & Industry (math-in)
DOI: 10.5281/zenodo.3610280

An Entropic Optimal Transport Numerical Approach to the Reflector Problem

Author(s): Benamou, Jean-David; Ijzerman, Wilbert L.; Rukhaia, Giorgi
Published in: Issue 1, 2020
Publisher: HAL archive
DOI: 10.5281/zenodo.3755363

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