Empowered decision-making in simulation-based engineering: Advanced Model Reduction for real-time, inverse and optimization in industrial problems

Projektinformationen

AdMoRe

ID Finanzhilfevereinbarung: 675919

DOI

10.3030/675919

Projekt abgeschlossen

EK-Unterschriftsdatum 22 Juli 2015

Startdatum 1 Oktober 2015

Enddatum 30 September 2019

Finanziert unter

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Gesamtkosten

€ 2 080 164,96

EU-Beitrag

€ 2 080 164,96

Koordiniert durch

UNIVERSITAT POLITECNICA DE CATALUNYA
Spain

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (14)

Advanced report on geometrical enhanced model descriptions (with emphasis on low and high approximations)
Advanced report with contributions on metamodels/surrogate models vs. computational vademecum
State-of-the-art report on Reduced Order Models for computational mechanics
State-of-the-art report on relevant geometrical design variables (QoI)
State-of-the-art report on multi-parametric linear & nonlinear ROM including definition of multi-parametric quantities of interest (QoI)
State-of-the-art report on analysis of eddy-current problems coupled with a mechanical field (stage 1: frequency domain analysis).
Report on existing Error Estimation strategies for computational mechanics

Report on existing Error Estimation strategies for computational mechanics

State-of-the-art report on analysis of eddy-current problems coupled with a mechanical field (stage 2: time domain analysis).
State-of-the-art report on Validation and Verification in a Reduced Order setting (emphasis on PGD)
State-of-the-art report the use of ROM for UQ with V&V tools.
Advanced report with contributions on nonlinear inelasticity and viscoplasticity within ROM strategies
State-of-the-art report on low versus high-order approximations and adaptive approximations
State-of-the-art report on UQ techniques in computational mechanics.
State-of-the-art report on computational frameworks for electromagneto- mechanics and MRI scanners: physics, governing equations, experimentation, design variables & available computational frameworks

State-of-the-art report on computational frameworks for electromagneto-mechanics and MRI scanners: physics, governing equations, experimentation, design variables & available computational frameworks

Other (3)

International call for recruitment of ESR with position descriptions & communication plan

International call for recruitment of ESR with position descriptions & communication plan. Administrative tasks

AdMoRe-Web initially developed for recruitment, then maintained by ESR who also must join www.facebook.com/Marie.Curie.Actions

AdMoRe-Web initially developed for recruitment, then maintained by ESR who also must join www.facebook.com/Marie.Curie.Actions. Administrative tasks.

Recruitment of ESR

Recruitment of ESR. Administrative tasks

Websites, patent fillings, videos etc. (12)

Presentation of research in ECCOMAS ECCM & ECFD conferences and the World Congress in Computational Mechanics
AdMoRe Workshops
AdMoRe Schools
Preparation newspaper article for dissemination of training/research activities of AdMoRe to the general audience. This article will summarize the experiences of the ESRs after their training period.

Preparation newspaper article for dissemination of training/research activities of AdMoRe to the general audience. This article will summarise the experiences of the ESRs after their training period.

A series of seminars will be delivered by the ESRs in the Academic Institutions of the consortium to disseminate their work among Department peers. Scientific rigor will be assessed
Presentation of research results in ECCOMAS thematic conferences
AdMoRe in the European and World Congresses
A series of seminars delivered by the ESRs in the companies of the consortium to disseminate their work among industrialists. Quality of results and impact in industry will be assessed.
AdMoRe in media: video-clips (developed by ESRs) released on internet in spaces open to the public at large.
AdMoRe e-Newsletter (web-based document to be released on internet to the attention of the public at large) & Posters.
ESRs Ambassadors Day: ESRs will act as “Ambassadors” visiting schools and Universities of the consortium to promote the research/training of AdMoRe to students.
AdMoRe Research Meetings

Veröffentlichungen

Peer reviewed articles (23)

An accurate and efficient three‐dimensional high‐order finite element methodology for the simulation of magneto‐mechanical coupling in MRI scanners

Autoren: M. Seoane, P.D. Ledger, A.J. Gil, M. Mallett
Veröffentlicht in: International Journal for Numerical Methods in Engineering, 2019, ISSN 0029-5981
Herausgeber: John Wiley & Sons Inc.
DOI: 10.1002/nme.6088

An energy–momentum time integration scheme based on a convex multi-variable framework for non-linear electro-elastodynamics

Autoren: R. Ortigosa, M. Franke, A. Janz, A.J. Gil, P. Betsch
Veröffentlicht in: Computer Methods in Applied Mechanics and Engineering, Ausgabe 339, 2018, Seite(n) 1-35, ISSN 0045-7825
Herausgeber: Elsevier BV
DOI: 10.1016/j.cma.2018.04.021

A curvilinear high order finite element framework for electromechanics: From linearised electro-elasticity to massively deformable dielectric elastomers

Autoren: Roman Poya, Antonio J. Gil, Rogelio Ortigosa, Ruben Sevilla, Javier Bonet, Wolfgang A. Wall
Veröffentlicht in: Computer Methods in Applied Mechanics and Engineering, Ausgabe 329, 2018, Seite(n) 75-117, ISSN 0045-7825
Herausgeber: Elsevier BV
DOI: 10.1016/j.cma.2017.09.020

A locking-free face-centred finite volume (FCFV) method for linear elastostatics

Autoren: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Veröffentlicht in: Computers & Structures, Ausgabe 212, 2019, Seite(n) 43-57, ISSN 0045-7949
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.10.015

A superconvergent hybridisable discontinuous Galerkin method for linear elasticity

Autoren: Ruben Sevilla, Matteo Giacomini, Alexandros Karkoulias, Antonio Huerta
Veröffentlicht in: International Journal for Numerical Methods in Engineering, Ausgabe 116/2, 2018, Seite(n) 91-116, ISSN 0029-5981
Herausgeber: John Wiley & Sons Inc.
DOI: 10.1002/nme.5916

A face-centred finite volume method for second-order elliptic problems

Autoren: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Veröffentlicht in: International Journal for Numerical Methods in Engineering, Ausgabe 115/8, 2018, Seite(n) 986-1014, ISSN 0029-5981
Herausgeber: John Wiley & Sons Inc.
DOI: 10.1002/nme.5833

Hybrid coupling of CG and HDG discretizations based on Nitsche’s method

Autoren: Andrea La Spina, Matteo Giacomini, Antonio Huerta
Veröffentlicht in: Computational Mechanics, 2020, ISSN 0178-7675
Herausgeber: Springer Verlag
DOI: 10.1007/s00466-019-01770-8

Nonintrusive proper generalised decomposition for parametrised incompressible flow problems in OpenFOAM

Autoren: Vasileios Tsiolakis, Matteo Giacomini, Ruben Sevilla, Carsten Othmer, Antonio Huerta
Veröffentlicht in: Computer Physics Communications, 2019, Seite(n) 107013, ISSN 0010-4655
Herausgeber: Elsevier BV
DOI: 10.1016/j.cpc.2019.107013

A Superconvergent HDG Method for Stokes Flow with Strongly Enforced Symmetry of the Stress Tensor

Autoren: Matteo Giacomini, Alexandros Karkoulias, Ruben Sevilla, Antonio Huerta
Veröffentlicht in: Journal of Scientific Computing, Ausgabe 77/3, 2018, Seite(n) 1679-1702, ISSN 0885-7474
Herausgeber: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10915-018-0855-y

Proper generalized decomposition solutions within a domain decomposition strategy

Autoren: Antonio Huerta, Enrique Nadal, Francisco Chinesta
Veröffentlicht in: International Journal for Numerical Methods in Engineering, Ausgabe 113/13, 2018, Seite(n) 1972-1994, ISSN 0029-5981
Herausgeber: John Wiley & Sons Inc.
DOI: 10.1002/nme.5729

A second-order face-centred finite volume method for elliptic problems

Autoren: Luan M. Vieira, Matteo Giacomini, Ruben Sevilla, Antonio Huerta
Veröffentlicht in: Computer Methods in Applied Mechanics and Engineering, Ausgabe 358, 2020, Seite(n) 112655, ISSN 0045-7825
Herausgeber: Elsevier BV
DOI: 10.1016/j.cma.2019.112655

Discontinuous Galerkin approximations in computational mechanics: hybridization, exact geometry and degree adaptivity

Autoren: Matteo Giacomini, Ruben Sevilla
Veröffentlicht in: SN Applied Sciences, Ausgabe 1/9, 2019, ISSN 2523-3963
Herausgeber: Springer
DOI: 10.1007/s42452-019-1065-4

Solution of geometrically parametrised problems within a CAD environment via model order reduction

Autoren: Ruben Sevilla, Sergio Zlotnik, Antonio Huerta
Veröffentlicht in: Computer Methods in Applied Mechanics and Engineering, Ausgabe 358, 2020, Seite(n) 112631, ISSN 0045-7825
Herausgeber: Elsevier BV
DOI: 10.1016/j.cma.2019.112631

A new hybrid explicit/implicit in-plane-out-of-plane separated representation for the solution of dynamic problems defined in plate-like domains

Autoren: G. Quaranta, B. Bognet, R. Ibañez, A. Tramecon, E. Haug, F. Chinesta
Veröffentlicht in: Computers & Structures, Ausgabe 210, 2018, Seite(n) 135-144, ISSN 0045-7949
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.05.001

A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity

Autoren: Rubén Ibañez, Emmanuelle Abisset-Chavanne, Jose Vicente Aguado, David Gonzalez, Elias Cueto, Francisco Chinesta
Veröffentlicht in: Archives of Computational Methods in Engineering, Ausgabe 25/1, 2018, Seite(n) 47-57, ISSN 1134-3060
Herausgeber: International Center for Numerical Methods in Engineering
DOI: 10.1007/s11831-­016-­9197-­9

Hybrid constitutive modeling: data-driven learning of corrections to plasticity models

Autoren: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, David González, Jean-Louis Duval, Elias Cueto, Francisco Chinesta
Veröffentlicht in: International Journal of Material Forming, Ausgabe 12/4, 2019, Seite(n) 717-725, ISSN 1960-6206
Herausgeber: Springer-Verlag France
DOI: 10.1007/s12289-­018-­1448-­x

A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition

Autoren: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta
Veröffentlicht in: Complexity, Ausgabe 2018, 2018, Seite(n) 1-11, ISSN 1076-2787
Herausgeber: John Wiley & Sons Inc.
DOI: 10.1155/2018/5608286

From linear to nonlinear PGD-based parametric structural dynamics

Autoren: Giacomo Quaranta, Clara Argerich Martin, Ruben Ibañez, Jean Louis Duval, Elias Cueto, Francisco Chinesta
Veröffentlicht in: Comptes Rendus Mécanique, Ausgabe 347/5, 2019, Seite(n) 445-454, ISSN 1631-0721
Herausgeber: Elsevier Masson
DOI: 10.1016/j.crme.2019.01.005

Structural health monitoring by combining machine learning and dimensionality reduction techniques

Autoren: G. Quaranta, E. Lopez, E. Abisset-Chavanne, J. Duval, A. Huerta, F. Chinesta
Veröffentlicht in: Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, 2018, ISSN 0213-1315
Herausgeber: Universitat Politecnica de Catalunya
DOI: 10.23967/j.rimni.2018.12.001

Parametric evaluation of part distortion in additive manufacturing processes

Autoren: Giacomo Quaranta, Eberhard Haug, Jean Louis Duval, Francisco Chinesta
Veröffentlicht in: International Journal of Material Forming, 2019, ISSN 1960-6206
Herausgeber: Springer-Verlag France
DOI: 10.1007/s12289-018-01462-3

On the coupling of local 3D solutions and global 2D shell theory in structural mechanics

Autoren: Giacomo Quaranta, Mustapha Ziane, Fatima Daim, Emmanuelle Abisset-Chavanne, Jean-Louis Duval, Francisco Chinesta
Veröffentlicht in: Advanced Modeling and Simulation in Engineering Sciences, Ausgabe 6/1, 2019, ISSN 2213-7467
Herausgeber: Springer
DOI: 10.1186/s40323-019-0125-z

A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics

Autoren: Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
Veröffentlicht in: Advanced Modeling and Simulation in Engineering Sciences, Ausgabe 6/1, 2019, ISSN 2213-7467
Herausgeber: Springer
DOI: 10.1186/s40323-019-0135-x

A simple microstructural viscoelastic model for flowing foams

Autoren: Rubén Ibáñez, Adrien Scheuer, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Antonio Huerta, Roland Keunings
Veröffentlicht in: International Journal of Material Forming, Ausgabe 12/2, 2019, Seite(n) 295-306, ISSN 1960-6206
Herausgeber: Springer-Verlag France
DOI: 10.1007/s12289-018-1417-4

Conference proceedings (2)

Reshaping of large aeronautical structural parts: A simplified simulation approach

Autoren: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Veröffentlicht in: AIP Conference Proceedings volume 1960, 2018, Seite(n) 090001
Herausgeber: Author(s)
DOI: 10.1063/1.5034927

Post-machining distortion mitigation via bending straightening, a multiparametric ROM study

Autoren: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Veröffentlicht in: PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019, 2019, Seite(n) 100009
Herausgeber: AIP Publishing
DOI: 10.1063/1.5112642