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

Informations projet

AdMoRe

N° de convention de subvention: 675919

DOI

10.3030/675919

Projet clôturé

Date de signature de la CE 22 Juillet 2015

Date de début 1 Octobre 2015

Date de fin 30 Septembre 2019

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 2 080 164,96

Contribution de l’UE

€ 2 080 164,96

Coordonné par

UNIVERSITAT POLITECNICA DE CATALUNYA
Spain

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

Publications

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

Auteurs: M. Seoane, P.D. Ledger, A.J. Gil, M. Mallett
Publié dans: International Journal for Numerical Methods in Engineering, 2019, ISSN 0029-5981
Éditeur: 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

Auteurs: R. Ortigosa, M. Franke, A. Janz, A.J. Gil, P. Betsch
Publié dans: Computer Methods in Applied Mechanics and Engineering, Numéro 339, 2018, Page(s) 1-35, ISSN 0045-7825
Éditeur: 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

Auteurs: Roman Poya, Antonio J. Gil, Rogelio Ortigosa, Ruben Sevilla, Javier Bonet, Wolfgang A. Wall
Publié dans: Computer Methods in Applied Mechanics and Engineering, Numéro 329, 2018, Page(s) 75-117, ISSN 0045-7825
Éditeur: Elsevier BV
DOI: 10.1016/j.cma.2017.09.020

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

Auteurs: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Publié dans: Computers & Structures, Numéro 212, 2019, Page(s) 43-57, ISSN 0045-7949
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.10.015

A superconvergent hybridisable discontinuous Galerkin method for linear elasticity

Auteurs: Ruben Sevilla, Matteo Giacomini, Alexandros Karkoulias, Antonio Huerta
Publié dans: International Journal for Numerical Methods in Engineering, Numéro 116/2, 2018, Page(s) 91-116, ISSN 0029-5981
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/nme.5916

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

Auteurs: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Publié dans: International Journal for Numerical Methods in Engineering, Numéro 115/8, 2018, Page(s) 986-1014, ISSN 0029-5981
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/nme.5833

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

Auteurs: Andrea La Spina, Matteo Giacomini, Antonio Huerta
Publié dans: Computational Mechanics, 2020, ISSN 0178-7675
Éditeur: Springer Verlag
DOI: 10.1007/s00466-019-01770-8

Nonintrusive proper generalised decomposition for parametrised incompressible flow problems in OpenFOAM

Auteurs: Vasileios Tsiolakis, Matteo Giacomini, Ruben Sevilla, Carsten Othmer, Antonio Huerta
Publié dans: Computer Physics Communications, 2019, Page(s) 107013, ISSN 0010-4655
Éditeur: Elsevier BV
DOI: 10.1016/j.cpc.2019.107013

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

Auteurs: Matteo Giacomini, Alexandros Karkoulias, Ruben Sevilla, Antonio Huerta
Publié dans: Journal of Scientific Computing, Numéro 77/3, 2018, Page(s) 1679-1702, ISSN 0885-7474
Éditeur: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10915-018-0855-y

Proper generalized decomposition solutions within a domain decomposition strategy

Auteurs: Antonio Huerta, Enrique Nadal, Francisco Chinesta
Publié dans: International Journal for Numerical Methods in Engineering, Numéro 113/13, 2018, Page(s) 1972-1994, ISSN 0029-5981
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/nme.5729

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

Auteurs: Luan M. Vieira, Matteo Giacomini, Ruben Sevilla, Antonio Huerta
Publié dans: Computer Methods in Applied Mechanics and Engineering, Numéro 358, 2020, Page(s) 112655, ISSN 0045-7825
Éditeur: Elsevier BV
DOI: 10.1016/j.cma.2019.112655

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

Auteurs: Matteo Giacomini, Ruben Sevilla
Publié dans: SN Applied Sciences, Numéro 1/9, 2019, ISSN 2523-3963
Éditeur: Springer
DOI: 10.1007/s42452-019-1065-4

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

Auteurs: Ruben Sevilla, Sergio Zlotnik, Antonio Huerta
Publié dans: Computer Methods in Applied Mechanics and Engineering, Numéro 358, 2020, Page(s) 112631, ISSN 0045-7825
Éditeur: 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

Auteurs: G. Quaranta, B. Bognet, R. Ibañez, A. Tramecon, E. Haug, F. Chinesta
Publié dans: Computers & Structures, Numéro 210, 2018, Page(s) 135-144, ISSN 0045-7949
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.05.001

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

Auteurs: Rubén Ibañez, Emmanuelle Abisset-Chavanne, Jose Vicente Aguado, David Gonzalez, Elias Cueto, Francisco Chinesta
Publié dans: Archives of Computational Methods in Engineering, Numéro 25/1, 2018, Page(s) 47-57, ISSN 1134-3060
Éditeur: 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

Auteurs: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, David González, Jean-Louis Duval, Elias Cueto, Francisco Chinesta
Publié dans: International Journal of Material Forming, Numéro 12/4, 2019, Page(s) 717-725, ISSN 1960-6206
Éditeur: Springer-Verlag France
DOI: 10.1007/s12289-­018-­1448-­x

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

Auteurs: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta
Publié dans: Complexity, Numéro 2018, 2018, Page(s) 1-11, ISSN 1076-2787
Éditeur: John Wiley & Sons Inc.
DOI: 10.1155/2018/5608286

From linear to nonlinear PGD-based parametric structural dynamics

Auteurs: Giacomo Quaranta, Clara Argerich Martin, Ruben Ibañez, Jean Louis Duval, Elias Cueto, Francisco Chinesta
Publié dans: Comptes Rendus Mécanique, Numéro 347/5, 2019, Page(s) 445-454, ISSN 1631-0721
Éditeur: Elsevier Masson
DOI: 10.1016/j.crme.2019.01.005

Structural health monitoring by combining machine learning and dimensionality reduction techniques

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

Parametric evaluation of part distortion in additive manufacturing processes

Auteurs: Giacomo Quaranta, Eberhard Haug, Jean Louis Duval, Francisco Chinesta
Publié dans: International Journal of Material Forming, 2019, ISSN 1960-6206
Éditeur: 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

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

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

Auteurs: Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
Publié dans: Advanced Modeling and Simulation in Engineering Sciences, Numéro 6/1, 2019, ISSN 2213-7467
Éditeur: Springer
DOI: 10.1186/s40323-019-0135-x

A simple microstructural viscoelastic model for flowing foams

Auteurs: Rubén Ibáñez, Adrien Scheuer, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Antonio Huerta, Roland Keunings
Publié dans: International Journal of Material Forming, Numéro 12/2, 2019, Page(s) 295-306, ISSN 1960-6206
Éditeur: Springer-Verlag France
DOI: 10.1007/s12289-018-1417-4

Conference proceedings (2)

Reshaping of large aeronautical structural parts: A simplified simulation approach

Auteurs: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Publié dans: AIP Conference Proceedings volume 1960, 2018, Page(s) 090001
Éditeur: Author(s)
DOI: 10.1063/1.5034927

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

Auteurs: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Publié dans: PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019, 2019, Page(s) 100009
Éditeur: AIP Publishing
DOI: 10.1063/1.5112642