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

Información del proyecto

AdMoRe

Identificador del acuerdo de subvención: 675919

DOI

10.3030/675919

Proyecto cerrado

Fecha de la firma de la CE 22 Julio 2015

Fecha de inicio 1 Octubre 2015

Fecha de finalización 30 Septiembre 2019

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 2 080 164,96

Aportación de la UE

€ 2 080 164,96

Coordinado por

UNIVERSITAT POLITECNICA DE CATALUNYA
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

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

Autores: M. Seoane, P.D. Ledger, A.J. Gil, M. Mallett
Publicado en: International Journal for Numerical Methods in Engineering, 2019, ISSN 0029-5981
Editor: 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

Autores: R. Ortigosa, M. Franke, A. Janz, A.J. Gil, P. Betsch
Publicado en: Computer Methods in Applied Mechanics and Engineering, Edición 339, 2018, Página(s) 1-35, ISSN 0045-7825
Editor: 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

Autores: Roman Poya, Antonio J. Gil, Rogelio Ortigosa, Ruben Sevilla, Javier Bonet, Wolfgang A. Wall
Publicado en: Computer Methods in Applied Mechanics and Engineering, Edición 329, 2018, Página(s) 75-117, ISSN 0045-7825
Editor: Elsevier BV
DOI: 10.1016/j.cma.2017.09.020

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

Autores: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Publicado en: Computers & Structures, Edición 212, 2019, Página(s) 43-57, ISSN 0045-7949
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.10.015

A superconvergent hybridisable discontinuous Galerkin method for linear elasticity

Autores: Ruben Sevilla, Matteo Giacomini, Alexandros Karkoulias, Antonio Huerta
Publicado en: International Journal for Numerical Methods in Engineering, Edición 116/2, 2018, Página(s) 91-116, ISSN 0029-5981
Editor: John Wiley & Sons Inc.
DOI: 10.1002/nme.5916

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

Autores: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Publicado en: International Journal for Numerical Methods in Engineering, Edición 115/8, 2018, Página(s) 986-1014, ISSN 0029-5981
Editor: John Wiley & Sons Inc.
DOI: 10.1002/nme.5833

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

Autores: Andrea La Spina, Matteo Giacomini, Antonio Huerta
Publicado en: Computational Mechanics, 2020, ISSN 0178-7675
Editor: Springer Verlag
DOI: 10.1007/s00466-019-01770-8

Nonintrusive proper generalised decomposition for parametrised incompressible flow problems in OpenFOAM

Autores: Vasileios Tsiolakis, Matteo Giacomini, Ruben Sevilla, Carsten Othmer, Antonio Huerta
Publicado en: Computer Physics Communications, 2019, Página(s) 107013, ISSN 0010-4655
Editor: Elsevier BV
DOI: 10.1016/j.cpc.2019.107013

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

Autores: Matteo Giacomini, Alexandros Karkoulias, Ruben Sevilla, Antonio Huerta
Publicado en: Journal of Scientific Computing, Edición 77/3, 2018, Página(s) 1679-1702, ISSN 0885-7474
Editor: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10915-018-0855-y

Proper generalized decomposition solutions within a domain decomposition strategy

Autores: Antonio Huerta, Enrique Nadal, Francisco Chinesta
Publicado en: International Journal for Numerical Methods in Engineering, Edición 113/13, 2018, Página(s) 1972-1994, ISSN 0029-5981
Editor: John Wiley & Sons Inc.
DOI: 10.1002/nme.5729

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

Autores: Luan M. Vieira, Matteo Giacomini, Ruben Sevilla, Antonio Huerta
Publicado en: Computer Methods in Applied Mechanics and Engineering, Edición 358, 2020, Página(s) 112655, ISSN 0045-7825
Editor: Elsevier BV
DOI: 10.1016/j.cma.2019.112655

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

Autores: Matteo Giacomini, Ruben Sevilla
Publicado en: SN Applied Sciences, Edición 1/9, 2019, ISSN 2523-3963
Editor: Springer
DOI: 10.1007/s42452-019-1065-4

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

Autores: Ruben Sevilla, Sergio Zlotnik, Antonio Huerta
Publicado en: Computer Methods in Applied Mechanics and Engineering, Edición 358, 2020, Página(s) 112631, ISSN 0045-7825
Editor: 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

Autores: G. Quaranta, B. Bognet, R. Ibañez, A. Tramecon, E. Haug, F. Chinesta
Publicado en: Computers & Structures, Edición 210, 2018, Página(s) 135-144, ISSN 0045-7949
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.05.001

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

Autores: Rubén Ibañez, Emmanuelle Abisset-Chavanne, Jose Vicente Aguado, David Gonzalez, Elias Cueto, Francisco Chinesta
Publicado en: Archives of Computational Methods in Engineering, Edición 25/1, 2018, Página(s) 47-57, ISSN 1134-3060
Editor: 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

Autores: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, David González, Jean-Louis Duval, Elias Cueto, Francisco Chinesta
Publicado en: International Journal of Material Forming, Edición 12/4, 2019, Página(s) 717-725, ISSN 1960-6206
Editor: Springer-Verlag France
DOI: 10.1007/s12289-­018-­1448-­x

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

Autores: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta
Publicado en: Complexity, Edición 2018, 2018, Página(s) 1-11, ISSN 1076-2787
Editor: John Wiley & Sons Inc.
DOI: 10.1155/2018/5608286

From linear to nonlinear PGD-based parametric structural dynamics

Autores: Giacomo Quaranta, Clara Argerich Martin, Ruben Ibañez, Jean Louis Duval, Elias Cueto, Francisco Chinesta
Publicado en: Comptes Rendus Mécanique, Edición 347/5, 2019, Página(s) 445-454, ISSN 1631-0721
Editor: Elsevier Masson
DOI: 10.1016/j.crme.2019.01.005

Structural health monitoring by combining machine learning and dimensionality reduction techniques

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

Parametric evaluation of part distortion in additive manufacturing processes

Autores: Giacomo Quaranta, Eberhard Haug, Jean Louis Duval, Francisco Chinesta
Publicado en: International Journal of Material Forming, 2019, ISSN 1960-6206
Editor: 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

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

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

Autores: Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
Publicado en: Advanced Modeling and Simulation in Engineering Sciences, Edición 6/1, 2019, ISSN 2213-7467
Editor: Springer
DOI: 10.1186/s40323-019-0135-x

A simple microstructural viscoelastic model for flowing foams

Autores: Rubén Ibáñez, Adrien Scheuer, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Antonio Huerta, Roland Keunings
Publicado en: International Journal of Material Forming, Edición 12/2, 2019, Página(s) 295-306, ISSN 1960-6206
Editor: Springer-Verlag France
DOI: 10.1007/s12289-018-1417-4

Conference proceedings (2)

Reshaping of large aeronautical structural parts: A simplified simulation approach

Autores: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Publicado en: AIP Conference Proceedings volume 1960, 2018, Página(s) 090001
Editor: Author(s)
DOI: 10.1063/1.5034927

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

Autores: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Publicado en: PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019, 2019, Página(s) 100009
Editor: AIP Publishing
DOI: 10.1063/1.5112642