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AdMoRe SIGNED

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

Total Cost €

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EC-Contrib. €

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Partnership

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Project "AdMoRe" data sheet

The following table provides information about the project.

Coordinator
UNIVERSITAT POLITECNICA DE CATALUNYA 

Organization address
address: CALLE JORDI GIRONA 31
city: BARCELONA
postcode: 8034
website: www.upc.edu

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Spain [ES]
 Project website https://www.lacan.upc.edu/admoreWeb/
 Total cost 2˙080˙164 €
 EC max contribution 2˙080˙164 € (100%)
 Programme 1. H2020-EU.1.3.1. (Fostering new skills by means of excellent initial training of researchers)
 Code Call H2020-MSCA-ITN-2015
 Funding Scheme MSCA-ITN-ETN
 Starting year 2015
 Duration (year-month-day) from 2015-10-01   to  2019-09-30

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    UNIVERSITAT POLITECNICA DE CATALUNYA ES (BARCELONA) coordinator 495˙745.00
2    SIEMENS PLC UK (CAMBERLEY) participant 273˙287.00
3    SWANSEA UNIVERSITY UK (SWANSEA) participant 273˙287.00
4    AIRBUS FR (BLAGNAC) participant 262˙875.00
5    ECOLE CENTRALE DE NANTES FR (NANTES CEDEX 3) participant 262˙875.00
6    ESI GROUP FR (PARIS) participant 262˙875.00
7    VOLKSWAGEN AG DE (WOLFSBURG) participant 249˙216.00
8    AIRBUS GROUP SAS FR (BLAGNAC) participant 0.00

Map

 Project objective

“AdMoRe: Empowered decision-making in simulation-based engineering: Advanced Model Reduction for real-time, inverse and optimization in industrial problems” aims at providing in-depth training of Early Stage Researches (ESRs) in the development and application of state-of-the-art computational models and numerical methods to solve cutting-edge engineering problems. The main driving factors of all the beneficiaries are reduced order modeling techniques for real-time, inverse and optimization problems. In fact, these issues are seen by industry as a major asset to increase performance and competitiveness. The ultimate goal is to produce the next generation of European research engineers, leaders in the use of these methodologies for industry related problems. To achieve the ETN objectives, AdMoRe is based on training-through-research of ESRs with personalized frontier-research projects and active participation in network activities (viz. industrial placements, AdMoRe schools, conferences, dissemination, organization of events). Training will involve multi-disciplinary modeling (i.e. solids, fluids, structures, electromagnetics, acoustics), inter-disciplinary modeling (i.e. fluid-structure interaction, electro-magneto-mechanics, thermo-mechanics, aerodynamic noise) and new emerging scientific fields (i.e. geometrically enhanced finite elements/volumes, reduced order techniques, validation…), with a highlighted industrial edge bringing necessary transversal skills (i.e. through active involvement of the industrial partners). Furthermore, ESRs will be trained to develop core entrepreneurial skills to successfully move ideas into commercial practice through a series of transversal-entrepreneurship modules, as part of their training. The active involvement of industrial partners in AdMoRe ensures that both the research development and the ESR training will deliver research engineers that will be able to lead computer modeling in European industry and enterprise.

 Deliverables

List of deliverables.
State-of-the-art report on multi-parametric linear & nonlinear ROM including definition of multi-parametric quantities of interest (QoI) Documents, reports 2020-04-02 09:19:55
Advanced report on geometrical enhanced model descriptions (with emphasis on low and high approximations) Documents, reports 2020-04-02 09:18:43
AdMoRe in media: video-clips (developed by ESRs) released on internet in spaces open to the public at large. Websites, patent fillings, videos etc. 2020-04-02 09:19:16
Advanced report with contributions on nonlinear inelasticity and viscoplasticity within ROM strategies Documents, reports 2020-04-02 09:18:35
Advanced report with contributions on metamodels/surrogate models vs. computational vademecum Documents, reports 2020-04-02 09:19:42
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. Websites, patent fillings, videos etc. 2020-04-02 09:19:34
AdMoRe e-Newsletter (web-based document to be released on internet to the attention of the public at large) & Posters. Websites, patent fillings, videos etc. 2020-04-02 09:19:24
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. Websites, patent fillings, videos etc. 2020-04-02 09:19:09
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 Websites, patent fillings, videos etc. 2020-04-02 09:18:52
Presentation of research results in ECCOMAS thematic conferences Websites, patent fillings, videos etc. 2020-04-02 09:19:00
AdMoRe in the European and World Congresses Websites, patent fillings, videos etc. 2019-07-23 17:35:04
AdMoRe Workshops Websites, patent fillings, videos etc. 2019-07-23 16:53:45
ESRs Ambassadors Day: ESRs will act as “Ambassadors” visiting schools and Universities of the consortium to promote the research/training of AdMoRe to students. Websites, patent fillings, videos etc. 2019-07-23 16:20:27
Presentation of research in ECCOMAS ECCM & ECFD conferences and the World Congress in Computational Mechanics Websites, patent fillings, videos etc. 2019-05-31 11:40:28
Report on existing Error Estimation strategies for computational mechanics Documents, reports 2019-05-31 12:02:56
State-of-the-art report on analysis of eddy-current problems coupled with a mechanical field (stage 2: time domain analysis). Documents, reports 2019-05-31 12:02:45
State-of-the-art report on low versus high-order approximations and adaptive approximations Documents, reports 2019-05-31 12:02:55
State-of-the-art report on Validation and Verification in a Reduced Order setting (emphasis on PGD) Documents, reports 2019-05-31 12:02:55
State-of-the-art report on analysis of eddy-current problems coupled with a mechanical field (stage 1: frequency domain analysis). Documents, reports 2019-05-31 12:02:52
AdMoRe Research Meetings Websites, patent fillings, videos etc. 2019-03-08 12:35:30
State-of-the-art report on relevant geometrical design variables (QoI) Documents, reports 2019-05-31 12:02:56
State-of-the-art report on UQ techniques in computational mechanics. Documents, reports 2019-05-31 12:02:57
Recruitment of ESR Other 2019-05-31 12:01:16
State-of-the-art report on computational frameworks for electromagneto- mechanics and MRI scanners: physics, governing equations, experimentation, design variables & available computational frameworks Documents, reports 2019-05-31 12:01:36
State-of-the-art report the use of ROM for UQ with V&V tools. Documents, reports 2019-05-31 12:02:49
State-of-the-art report on Reduced Order Models for computational mechanics Documents, reports 2019-05-31 12:02:54
International call for recruitment of ESR with position descriptions & communication plan Other 2019-05-31 12:01:03
AdMoRe-Web initially developed for recruitment, then maintained by ESR who also must join www.facebook.com/Marie.Curie.Actions Other 2019-05-31 12:01:02

Take a look to the deliverables list in detail:  detailed list of AdMoRe deliverables.

 Publications

year authors and title journal last update
List of publications.
2018 G. Quaranta, E. Lopez, E. Abisset-Chavanne, J. Duval, A. Huerta, F. Chinesta
Structural health monitoring by combining machine learning and dimensionality reduction techniques
published pages: , ISSN: 0213-1315, DOI: 10.23967/j.rimni.2018.12.001
Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería 2019-12-16
2019 Rubén Ibáñez, Emmanuelle Abisset-Chavanne, David González, Jean-Louis Duval, Elias Cueto, Francisco Chinesta
Hybrid constitutive modeling: data-driven learning of corrections to plasticity models
published pages: 717-725, ISSN: 1960-6206, DOI: 10.1007/s12289-­018-­1448-­x
International Journal of Material Forming 12/4 2019-12-16
2018 Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta
A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition
published pages: 1-11, ISSN: 1076-2787, DOI: 10.1155/2018/5608286
Complexity 2018 2019-12-16
2018 G. Quaranta, B. Bognet, R. Ibañez, A. Tramecon, E. Haug, F. Chinesta
A new hybrid explicit/implicit in-plane-out-of-plane separated representation for the solution of dynamic problems defined in plate-like domains
published pages: 135-144, ISSN: 0045-7949, DOI: 10.1016/j.compstruc.2018.05.001
Computers & Structures 210 2019-12-16
2018 Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Reshaping of large aeronautical structural parts: A simplified simulation approach
published pages: 90001, ISSN: , DOI: 10.1063/1.5034927
AIP Conference Proceedings volume 1960 2019-12-16
2019 Giacomo Quaranta, Eberhard Haug, Jean Louis Duval, Francisco Chinesta
Parametric evaluation of part distortion in additive manufacturing processes
published pages: , ISSN: 1960-6206, DOI: 10.1007/s12289-018-01462-3
International Journal of Material Forming 2019-12-16
2019 Giacomo Quaranta, Clara Argerich Martin, Ruben Ibañez, Jean Louis Duval, Elias Cueto, Francisco Chinesta
From linear to nonlinear PGD-based parametric structural dynamics
published pages: 445-454, ISSN: 1631-0721, DOI: 10.1016/j.crme.2019.01.005
Comptes Rendus Mécanique 347/5 2019-12-16
2019 Rubén Ibáñez, Adrien Scheuer, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Antonio Huerta, Roland Keunings
A simple microstructural viscoelastic model for flowing foams
published pages: 295-306, ISSN: 1960-6206, DOI: 10.1007/s12289­-018­-1417-­4
International Journal of Material Forming 12/2 2019-12-16
2019 Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Post-machining distortion mitigation via bending straightening, a multiparametric ROM study
published pages: 100009, ISSN: , DOI: 10.1063/1.5112642
PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019 2019-12-16
2019 Giacomo Quaranta, Mustapha Ziane, Fatima Daim, Emmanuelle Abisset-Chavanne, Jean-Louis Duval, Francisco Chinesta
On the coupling of local 3D solutions and global 2D shell theory in structural mechanics
published pages: , ISSN: 2213-7467, DOI: 10.1186/s40323-019-0125-z
Advanced Modeling and Simulation in Engineering Sciences 6/1 2019-12-16
2018 Rubén Ibañez, Emmanuelle Abisset-Chavanne, Jose Vicente Aguado, David Gonzalez, Elias Cueto, Francisco Chinesta
A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity
published pages: 47-57, ISSN: 1134-3060, DOI: 10.1007/s11831-­016-­9197-­9
Archives of Computational Methods in Engineering 25/1 2019-12-16
2018 Antonio Huerta, Enrique Nadal, Francisco Chinesta
Proper generalized decomposition solutions within a domain decomposition strategy
published pages: 1972-1994, ISSN: 0029-5981, DOI: 10.1002/nme.5729
International Journal for Numerical Methods in Engineering 113/13 2019-11-15
2018 Ruben Sevilla, Matteo Giacomini, Alexandros Karkoulias, Antonio Huerta
A superconvergent hybridisable discontinuous Galerkin method for linear elasticity
published pages: 91-116, ISSN: 0029-5981, DOI: 10.1002/nme.5916
International Journal for Numerical Methods in Engineering 116/2 2019-11-15
2018 Matteo Giacomini, Alexandros Karkoulias, Ruben Sevilla, Antonio Huerta
A Superconvergent HDG Method for Stokes Flow with Strongly Enforced Symmetry of the Stress Tensor
published pages: 1679-1702, ISSN: 0885-7474, DOI: 10.1007/s10915-018-0855-y
Journal of Scientific Computing 77/3 2019-11-15
2019 Vasileios Tsiolakis, Matteo Giacomini, Ruben Sevilla, Carsten Othmer, Antonio Huerta
Nonintrusive proper generalised decomposition for parametrised incompressible flow problems in OpenFOAM
published pages: 107013, ISSN: 0010-4655, DOI: 10.1016/j.cpc.2019.107013
Computer Physics Communications 2019-11-15
2019 Ruben Sevilla, Matteo Giacomini, Antonio Huerta
A locking-free face-centred finite volume (FCFV) method for linear elastostatics
published pages: 43-57, ISSN: 0045-7949, DOI: 10.1016/j.compstruc.2018.10.015
Computers & Structures 212 2019-11-15
2018 Ruben Sevilla, Matteo Giacomini, Antonio Huerta
A face-centred finite volume method for second-order elliptic problems
published pages: 986-1014, ISSN: 0029-5981, DOI: 10.1002/nme.5833
International Journal for Numerical Methods in Engineering 115/8 2019-11-15
2019 Matteo Giacomini, Ruben Sevilla
Discontinuous Galerkin approximations in computational mechanics: hybridization, exact geometry and degree adaptivity
published pages: , ISSN: 2523-3963, DOI: 10.1007/s42452-019-1065-4
SN Applied Sciences 1/9 2019-11-15
2020 Luan M. Vieira, Matteo Giacomini, Ruben Sevilla, Antonio Huerta
A second-order face-centred finite volume method for elliptic problems
published pages: 112655, ISSN: 0045-7825, DOI: 10.1016/j.cma.2019.112655
Computer Methods in Applied Mechanics and Engineering 358 2019-11-15
2020 Andrea La Spina, Matteo Giacomini, Antonio Huerta
Hybrid coupling of CG and HDG discretizations based on Nitsche’s method
published pages: , ISSN: 0178-7675, DOI: 10.1007/s00466-019-01770-8
Computational Mechanics 2019-11-15
2020 Ruben Sevilla, Sergio Zlotnik, Antonio Huerta
Solution of geometrically parametrised problems within a CAD environment via model order reduction
published pages: 112631, ISSN: 0045-7825, DOI: 10.1016/j.cma.2019.112631
Computer Methods in Applied Mechanics and Engineering 358 2019-11-15
2019 M. Seoane, P.D. Ledger, A.J. Gil, M. Mallett
An accurate and efficient three‐dimensional high‐order finite element methodology for the simulation of magneto‐mechanical coupling in MRI scanners
published pages: , ISSN: 0029-5981, DOI: 10.1002/nme.6088
International Journal for Numerical Methods in Engineering 2019-10-03
2018 R. Ortigosa, M. Franke, A. Janz, A.J. Gil, P. Betsch
An energy–momentum time integration scheme based on a convex multi-variable framework for non-linear electro-elastodynamics
published pages: 1-35, ISSN: 0045-7825, DOI: 10.1016/j.cma.2018.04.021
Computer Methods in Applied Mechanics and Engineering 339 2019-10-03

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