Increasing the scientific excellence and innovation capacity in Data-Driven Simulation of the University of Luxembourg

Project Information

DRIVEN

Grant agreement ID: 811099

DOI

10.3030/811099

Project closed

EC signature date 27 June 2018

Start date 1 October 2018

End date 31 March 2022

Funded under

• Twinning of research institutions

Total cost

€ 1 157 475,00

EU contribution

€ 1 000 000,00

Coordinated by

UNIVERSITE DU LUXEMBOURG
Luxembourg

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Deliverables

Websites, patent fillings, videos etc. (3)

Project leaflet and poster
Project newsletters

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Project website

Publications

Conference proceedings (3)

Hierarchical a posteriori error estimation of Bank-Weiser type in the FEniCS Project

Author(s): Bulle, Raphaël; Hale, Jack S.; Lozinski, Alexei; Bordas, Stéphane P. A.; Chouly, Franz
Published in: FEniCS Project Conference 2021, Cambridge University (United Kingdom); March 2021, Issue 1, 2021
Publisher: Cambridge University
DOI: 10.48550/arxiv.2102.04360

Probabilistic modeling natural way to treat data

Author(s): Rappel, Hussein
Published in: Issue 3, 2019
Publisher: University of Luxembourg

Introduction to Isogeometric Analysis

Author(s): Bordas, Stéphane; Lian, Haojie; Ding, Chensen
Published in: Issue 1, 2019
Publisher: University of Luxembourg

Peer reviewed articles (18)

Beam-inside-beam contact: Mechanical simulations of slender medical instruments inside the human body.

Author(s): Marco Magliulo; Jakub Lengiewicz; Jakub Lengiewicz; Andreas Zilian; Lars Beex
Published in: Computer Methods and Programs in Biomedicine, Issue 3, 2020, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2020.105527

A rigged model of the breast for preoperative surgical planning

Author(s): Arnaud Mazier; Sophie Ribes; Benjamin Gilles; Stéphane Bordas; Stéphane Bordas
Published in: Journal of Biomechanics, Issue 2, 2021, ISSN 0021-9290
Publisher: Elsevier BV
DOI: 10.1016/j.jbiomech.2021.110645

Adaptive enriched geometry independent field approximation for 2D time-harmonic acoustics

Author(s): Chintan Jansari; Javier Videla; Sundararajan Natarajan; Stéphane P.A. Bordas; Elena Atroshchenko
Published in: Computers & Structures, Issue 1, 2022, ISSN 0045-7949
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2021.106728

DeepPhysics: a physics aware deep learning framework for real-time simulation

Author(s): Odot, Alban; Haferssas, Ryadh; Cotin, Stéphane
Published in: International Journal for Numerical Methods in Engineering, Issue 1, 2022, ISSN 1097-0207
Publisher: Wiley
DOI: 10.1002/nme.6943

A refinement indicator for adaptive quasicontinuum approaches for structural lattices

Author(s): Li Chen; Li Chen; Peter Berke; Thierry Massart; Lars Beex; Marco Magliulo; Stéphane Bordas; Stéphane Bordas; Stéphane Bordas
Published in: International journal for numerical methods in engineering, Issue 1, 2021, ISSN 1097-0207
Publisher: Wiley
DOI: 10.1002/nme.6629

Neural-network acceleration of projection-based model-order-reduction for finite plasticity: Application to RVEs

Author(s): Vijayaraghavan, S.; Wu, L.; Noels, L.; Bordas, S. P. A.; Natarajan, S.; Beex, L. A. A.
Published in: Mechanics Research Communications, Issue 2, 2021, ISSN 0093-6413
Publisher: Pergamon Press
DOI: 10.48550/arxiv.2109.07747

Removing the saturation assumption in Bank–Weiser error estimator analysis in dimension three

Author(s): Raphaël Bulle; Franz Chouly; Jack Hale; Alexei Lozinski
Published in: Applied Mathematics Letters, Issue 1, 2020, ISSN 0893-9659
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.aml.2020.106429

Identifying elastoplastic parameters with Bayes’ theorem considering output error, input error and model uncertainty

Author(s): H. Rappel, L.A.A. Beex, L. Noels, S.P.A. Bordas
Published in: Probabilistic Engineering Mechanics, 2018, ISSN 0266-8920
Publisher: Elsevier BV
DOI: 10.1016/j.probengmech.2018.08.004

Quantifying the uncertainty in a hyperelastic soft tissue model with stochastic parameters

Author(s): Paul Hauseux, Jack S. Hale, Stéphane Cotin, Stéphane P.A. Bordas
Published in: Applied Mathematical Modelling, Issue 62, 2018, Page(s) 86-102, ISSN 0307-904X
Publisher: Elsevier BV
DOI: 10.1016/j.apm.2018.04.021

Real-Time Error Control for Surgical Simulation

Author(s): Huu Phuoc Bui, Satyendra Tomar, Hadrien Courtecuisse, Stephane Cotin, Stephane P. A. Bordas
Published in: IEEE Transactions on Biomedical Engineering, Issue 65/3, 2018, Page(s) 596-607, ISSN 0018-9294
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2017.2695587

Bayesian inference to identify parameters in viscoelasticity

Author(s): Hussein Rappel, Lars A. A. Beex, Stéphane P. A. Bordas
Published in: Mechanics of Time-Dependent Materials, Issue 22/2, 2018, Page(s) 221-258, ISSN 1385-2000
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11043-017-9361-0

Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization

Author(s): Olivier Goury, David Amsallem, Stéphane Pierre Alain Bordas, Wing Kam Liu, Pierre Kerfriden
Published in: Computational Mechanics, Issue 58/2, 2016, Page(s) 213-234, ISSN 0178-7675
Publisher: Springer Verlag
DOI: 10.1007/s00466-016-1290-2

Calculating the Malliavin derivative of some stochastic mechanics problems

Author(s): Paul Hauseux, Jack S. Hale, Stéphane P. A. Bordas
Published in: PLOS ONE, Issue 12/12, 2017, Page(s) e0189994, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0189994

A fast, certified and “tuning free” two-field reduced basis method for the metamodelling of affinely-parametrised elasticity problems

Author(s): K.C. Hoang, P. Kerfriden, S.P.A. Bordas
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 298, 2016, Page(s) 121-158, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2015.08.016

Deep neural network with high-order neuron for the prediction of foamed concrete strength

Author(s): Tuan Nguyen, Alireza Kashani, Tuan Ngo, Stéphane Bordas
Published in: Computer-Aided Civil and Infrastructure Engineering, 2018, ISSN 1093-9687
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/mice.12422

Accelerating Monte Carlo estimation with derivatives of high-level finite element models

Author(s): Paul Hauseux, Jack S. Hale, Stéphane P.A. Bordas
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 318, 2017, Page(s) 917-936, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2017.01.041

Colossal Enhancement of Atomic Force Response in van der Waals Materials Arising from Many-Body Electronic Correlations

Author(s): Paul Hauseux; Alberto Ambrosetti; Stéphane P. A. Bordas; Alexandre Tkatchenko
Published in: PHYSICAL REVIEW LETTERS, Issue 1, 2022, ISSN 1079-7114
Publisher: American Physical Society
DOI: 10.1103/physrevlett.128.106101

Bi-material topology optimization for fully coupled structural-acoustic systems with isogeometric FEM–BEM

Author(s): L.L. Chen; H. Lian; Z. Liu; Y. Gong; C.J. Zheng; S.P.A. Bordas
Published in: Engineering Analysis with Boundary Elements, Issue 1, 2022, ISSN 0955-7997
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.enganabound.2021.11.005