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

Deliverables

Documents, reports (14)

Advanced report on geometrical enhanced model descriptions (with emphasis on low and high approximations)

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

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 Reduced Order Models for computational mechanics

State-of-the-art report on relevant geometrical design variables (QoI)

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 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).

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 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 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.

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

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 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 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. (11)

Presentation of research in ECCOMAS ECCM & ECFD conferences and the World Congress in Computational Mechanics

Presentation of research in ECCOMAS ECCM & ECFD conferences and the World Congress in Computational Mechanics

AdMoRe Workshops

AdMoRe Workshops

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

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

Presentation of research results in ECCOMAS thematic conferences

AdMoRe in the European and World Congresses

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.

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 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.

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.

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

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

Author(s): M. Seoane, P.D. Ledger, A.J. Gil, M. Mallett
Published in: International Journal for Numerical Methods in Engineering, 2019, ISSN 0029-5981
DOI: 10.1002/nme.6088

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

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

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

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

Author(s): Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Published in: Computers & Structures, Issue 212, 2019, Page(s) 43-57, ISSN 0045-7949
DOI: 10.1016/j.compstruc.2018.10.015

A superconvergent hybridisable discontinuous Galerkin method for linear elasticity

Author(s): Ruben Sevilla, Matteo Giacomini, Alexandros Karkoulias, Antonio Huerta
Published in: International Journal for Numerical Methods in Engineering, Issue 116/2, 2018, Page(s) 91-116, ISSN 0029-5981
DOI: 10.1002/nme.5916

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

Author(s): Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Published in: International Journal for Numerical Methods in Engineering, Issue 115/8, 2018, Page(s) 986-1014, ISSN 0029-5981
DOI: 10.1002/nme.5833

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

Author(s): Andrea La Spina, Matteo Giacomini, Antonio Huerta
Published in: Computational Mechanics, 2020, ISSN 0178-7675
DOI: 10.1007/s00466-019-01770-8

Nonintrusive proper generalised decomposition for parametrised incompressible flow problems in OpenFOAM

Author(s): Vasileios Tsiolakis, Matteo Giacomini, Ruben Sevilla, Carsten Othmer, Antonio Huerta
Published in: Computer Physics Communications, 2019, Page(s) 107013, ISSN 0010-4655
DOI: 10.1016/j.cpc.2019.107013

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

Author(s): Matteo Giacomini, Alexandros Karkoulias, Ruben Sevilla, Antonio Huerta
Published in: Journal of Scientific Computing, Issue 77/3, 2018, Page(s) 1679-1702, ISSN 0885-7474
DOI: 10.1007/s10915-018-0855-y

Proper generalized decomposition solutions within a domain decomposition strategy

Author(s): Antonio Huerta, Enrique Nadal, Francisco Chinesta
Published in: International Journal for Numerical Methods in Engineering, Issue 113/13, 2018, Page(s) 1972-1994, ISSN 0029-5981
DOI: 10.1002/nme.5729

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

Author(s): Luan M. Vieira, Matteo Giacomini, Ruben Sevilla, Antonio Huerta
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 358, 2020, Page(s) 112655, ISSN 0045-7825
DOI: 10.1016/j.cma.2019.112655

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

Author(s): Matteo Giacomini, Ruben Sevilla
Published in: SN Applied Sciences, Issue 1/9, 2019, ISSN 2523-3963
DOI: 10.1007/s42452-019-1065-4

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

Author(s): Ruben Sevilla, Sergio Zlotnik, Antonio Huerta
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 358, 2020, Page(s) 112631, ISSN 0045-7825
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

Author(s): G. Quaranta, B. Bognet, R. Ibañez, A. Tramecon, E. Haug, F. Chinesta
Published in: Computers & Structures, Issue 210, 2018, Page(s) 135-144, ISSN 0045-7949
DOI: 10.1016/j.compstruc.2018.05.001

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

Author(s): Rubén Ibañez, Emmanuelle Abisset-Chavanne, Jose Vicente Aguado, David Gonzalez, Elias Cueto, Francisco Chinesta
Published in: Archives of Computational Methods in Engineering, Issue 25/1, 2018, Page(s) 47-57, ISSN 1134-3060
DOI: 10.1007/s11831-­016-­9197-­9

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

Author(s): Rubén Ibáñez, Emmanuelle Abisset-Chavanne, David González, Jean-Louis Duval, Elias Cueto, Francisco Chinesta
Published in: International Journal of Material Forming, Issue 12/4, 2019, Page(s) 717-725, ISSN 1960-6206
DOI: 10.1007/s12289-­018-­1448-­x

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

Author(s): Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta
Published in: Complexity, Issue 2018, 2018, Page(s) 1-11, ISSN 1076-2787
DOI: 10.1155/2018/5608286

From linear to nonlinear PGD-based parametric structural dynamics

Author(s): Giacomo Quaranta, Clara Argerich Martin, Ruben Ibañez, Jean Louis Duval, Elias Cueto, Francisco Chinesta
Published in: Comptes Rendus Mécanique, Issue 347/5, 2019, Page(s) 445-454, ISSN 1631-0721
DOI: 10.1016/j.crme.2019.01.005

Structural health monitoring by combining machine learning and dimensionality reduction techniques

Author(s): G. Quaranta, E. Lopez, E. Abisset-Chavanne, J. Duval, A. Huerta, F. Chinesta
Published in: Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, 2018, ISSN 0213-1315
DOI: 10.23967/j.rimni.2018.12.001

Parametric evaluation of part distortion in additive manufacturing processes

Author(s): Giacomo Quaranta, Eberhard Haug, Jean Louis Duval, Francisco Chinesta
Published in: International Journal of Material Forming, 2019, ISSN 1960-6206
DOI: 10.1007/s12289-018-01462-3

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

Author(s): Giacomo Quaranta, Mustapha Ziane, Fatima Daim, Emmanuelle Abisset-Chavanne, Jean-Louis Duval, Francisco Chinesta
Published in: Advanced Modeling and Simulation in Engineering Sciences, Issue 6/1, 2019, ISSN 2213-7467
DOI: 10.1186/s40323-019-0125-z

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

Author(s): Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
Published in: Advanced Modeling and Simulation in Engineering Sciences, Issue 6/1, 2019, ISSN 2213-7467
DOI: 10.1186/s40323-019-0135-x

A simple microstructural viscoelastic model for flowing foams

Author(s): Rubén Ibáñez, Adrien Scheuer, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Antonio Huerta, Roland Keunings
Published in: International Journal of Material Forming, Issue 12/2, 2019, Page(s) 295-306, ISSN 1960-6206
DOI: 10.1007/s12289-018-1417-4

Conference proceedings (2)

Reshaping of large aeronautical structural parts: A simplified simulation approach

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

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

Author(s): Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Published in: PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019, 2019, Page(s) 100009
DOI: 10.1063/1.5112642