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

Deliverables

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Publications

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
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
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
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
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
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
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
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
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
DOI: 10.1016/j.cma.2017.01.041