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Amelie Fau

29
Documents
Identifiants chercheurs
  • IdHAL ameliefau
  • ORCID 0000-0002-0902-969X
  • Google Scholar : https://scholar.google.fr/citations?user=XLVmJf4AAAAJ&hl=fr

Présentation

Je suis Maître de Conférences au Laboratoire de Mécanique Paris-Saclay (LMPS), Ecole Normale Supérieure Paris-Saclay, UMR CNRS 8535. Mes activités de recherche sont centrées sur la mécanique numérique, particulièrement sur les approches par modèles réduits et la prise en compte du manque de connaissance.
I am Associate Professor at Laboratoire de Mécanique Paris-Saclay (LMPS), Ecole Normale Supérieure Paris-Saclay, UMR CNRS 8535). My research interests lie in computational mechanics, particularly in model order reduction approaches and numerical methods to consider the lack of knoweldge.

Publications

MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM for time-averaged goal functionals

Hendrik Fischer , Julian Roth , Thomas Wick , Ludovic Chamoin , Amélie Fau
Journal of Computational Physics, 2024, pp.112863. ⟨10.1016/j.jcp.2024.112863⟩
Article dans une revue hal-04470285v1
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Parameter identification of a phase-field fracture model using integrated digital image correlation

Viktor Kosin , Amélie Fau , Clément Jailin , François Hild , Thomas Wick
Computer Methods in Applied Mechanics and Engineering, 2024, 420, pp.116689. ⟨10.1016/j.cma.2023.116689⟩
Article dans une revue hal-04343331v1

Enhancing phenomenological yield functions with data: challenges and opportunities

Jan Niklas Fuhg , Amélie Fau , Nikolas Bouklas , Michele Marino
European Journal of Mechanics - A/Solids, 2023, 99, pp.104925. ⟨10.1016/j.euromechsol.2023.104925⟩
Article dans une revue hal-03940077v1

A hybrid frequency-temporal reduced-order method for nonlinear dynamics

Alexandre Daby-Seesaram , Amélie Fau , Pierre-Étienne Charbonnel , David Néron
Nonlinear Dynamics, 2023, 111, pp.13669-13689. ⟨10.1007/s11071-023-08513-8⟩
Article dans une revue hal-04067181v1

Karhunen-Loève expansion based on an analytical solution over a bounding box domain

A.A. Basmaji , Mona Madlen Dannert , Fynn Bensel , R.M.N. Fleury , Amélie Fau
Probabilistic Engineering Mechanics, 2023, 74, pp.103519. ⟨10.1016/j.probengmech.2023.103519⟩
Article dans une revue hal-04187548v1
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Machine learning and micromechanics as allies to establish composition-property correlations in cement pastes

Tulio Honorio , Sofiane Ait Hamadouche , Amélie Fau
Journal of Theoretical, Computational and Applied Mechanics, 2023, pp.1-28. ⟨10.46298/jtcam.9830⟩
Article dans une revue hal-03723418v3
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A projection-based approach to extend digital volume correlation for 4D spacetime measurements

Viktor Kosin , Amélie Fau , Clément Jailin , Benjamin Smaniotto , Thomas Wick
Comptes Rendus. Mécanique, 2023, 351, pp.265-280. ⟨10.5802/crmeca.192⟩
Article dans une revue hal-04079703v1

Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications

Mona M. Dannert , Fynn Bensel , Amélie Fau , Rodolfo M.N. Fleury , Udo Nackenhorst
Probabilistic Engineering Mechanics, 2022, 69, pp.103299. ⟨10.1016/j.probengmech.2022.103299⟩
Article dans une revue hal-03673266v1

Interval and fuzzy physics-informed neural networks for uncertain fields

Jan Nikolas Fuhg , Ioannis Kalogeris , Amélie Fau , Nikolaos Bouklas
Probabilistic Engineering Mechanics, 2022, 68, pp.103240. ⟨10.1016/j.probengmech.2022.103240⟩
Article dans une revue hal-03572976v1

Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems

A. A. Basmati , Amelie Fau , J. H. Urrea-Quintero , M. M. Dannert , E. Voelsen
Probabilistic Engineering Mechanics, 2022, 70, pp.103366. ⟨10.1016/j.probengmech.2022.103366⟩
Article dans une revue hal-03774334v1
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Debonding analysis via digital volume correlation during in-situ pull-out tests on fractal fibers

G. Jänicke , A. Vintache , B. Smaniotto , Amélie Fau , I. Farina
Composites Part C: Open Access, 2022, 9, pp.100302. ⟨10.1016/j.jcomc.2022.100302⟩
Article dans une revue hal-03750879v1

A classification-pursuing adaptive approach for Gaussian process regression on unlabeled data

Jan Nikolas Fuhg , Amélie Fau
Mechanical Systems and Signal Processing, 2022, 162, pp.107976. ⟨10.1016/j.ymssp.2021.107976⟩
Article dans une revue hal-03201586v1

Model-data-driven Constitutive Responses: Application to a Multiscale Computational Framework

Jan Nikolas Fuhg , Christoph Böhm , Nikolaos Bouklas , Amélie Fau , Peter Wriggers
International Journal of Engineering Science, 2021, 167, pp.103522. ⟨10.1016/j.ijengsci.2021.103522⟩
Article dans une revue hal-03261645v1

PI/PID controller stabilising sets of uncertain nonlinear systems: An efficient surrogate model-based approach

J. Urrea-Quintero , Jan Nikolas Fuhg , M. Marino , Amélie Fau
Nonlinear Dynamics, 2021, 105, pp.277-299. ⟨10.1007/s11071-021-06431-1⟩
Article dans une revue hal-03187815v1

Imprecise random field analysis for non-linear concrete damage analysis

Mona Madlen Dannert , Matthias Faes , Rodolfo M.N. , Amélie Fau , Udo Nackenhorst
Mechanical Systems and Signal Processing, 2021, 150, pp.107343. ⟨10.1016/j.ymssp.2020.107343⟩
Article dans une revue hal-02957508v1

State-of-the-art and Comparative Review of Adaptive Sampling Methods for Kriging

Jan Nikolas Fuhg , Amélie Fau , Udo Nackenhorst
Archives of Computational Methods in Engineering, 2020, ⟨10.1007/s11831-020-09474-6⟩
Article dans une revue hal-02919440v1

Toward Optimality of Proper Generalised Decomposition Bases

Shadi Alameddin , Amélie Fau , David Néron , Pierre Ladevèze , Udo Nackenhorst
Mathematical and computational applications, 2019, 24 (1), pp.30. ⟨10.3390/mca24010030⟩
Article dans une revue hal-02124785v1
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A kinetic two-scale damage model for high-cycle fatigue simulation using multi-temporal Latin framework

Mainak Bhattacharyya , Amélie Fau , Rodrigue Desmorat , Shadi Alameddin , David Néron
European Journal of Mechanics - A/Solids, 2019, 77, pp.103808. ⟨10.1016/j.euromechsol.2019.103808⟩
Article dans une revue hal-02190831v1

Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing's type

Jan Nikolas Fuhg , Amélie Fau
Nonlinear Dynamics, 2019, 98 (3), pp.1709-1729. ⟨10.1007/s11071-019-05281-2⟩
Article dans une revue hal-02297303v1

Development of fuzzy probability based random fields for the numerical structural design

Friedemann N. Schietzold , Albrecht Schmidt , Mona M. Dannert , Amélie Fau , Rudolfo M.N. Fleury
GAMM-Mitteilungen, 2019, ⟨10.1002/gamm.201900004⟩
Article dans une revue hal-02306399v1
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A LATIN-based model reduction approach for the simulation of cycling damage

Mainak Bhattacharyya , Amélie Fau , Udo Nackenhorst , David Néron , Pierre Ladevèze
Computational Mechanics, 2018, 62 (4), pp.725-743. ⟨10.1007/s00466-017-1523-z⟩
Article dans une revue hal-01832347v1
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A multi-temporal scale model reduction approach for the computation of fatigue damage

Mainak Bhattacharyya , Amélie Fau , Udo Nackenhorst , David Néron , Pierre Ladevèze
Computer Methods in Applied Mechanics and Engineering, 2018, 340, pp.630-656. ⟨10.1016/j.cma.2018.06.004⟩
Article dans une revue hal-01832346v1

Enhanced LATIN-PGD in a multi-query framework

Alexandre Daby-Seesaram , Amélie Fau , Pierre-Étienne Charbonnel , David Néron
6th International Workshop on Model Reduction Techniques MORTech 2023, Nov 2023, Gif Sur Yvette, France
Poster de conférence hal-04332069v1

Semi-incremental model order reduction approach for fatigue damage computations

Shadi Alameddin , Amélie Fau , Udo Nackenhorst , David Néron , Pierre Ladevèze
Virtual Design and Validation, Lecture Notes in Applied and Computational Mechanics, 93, pp.229-247, 2020, ⟨10.1007/978-3-030-38156-1_12⟩
Chapitre d'ouvrage hal-02464084v1

Multi-fidelity Metamodels Nourished by Reduced Order Models

Stéphane Nachar , Pierre-Alain Boucard , David Néron , Udo Nackenhorst , Amélie Fau
Peter Wriggers; Olivier Allix; Christian Weißenfels. Virtual Design and Validation, 93, Springer International Publishing, 2020, Lecture Notes in Applied and Computational Mechanics, 978-3-030-38155-4. ⟨10.1007/978-3-030-38156-1⟩
Chapitre d'ouvrage hal-02460014v1

Stochastic damage computation for fatigue analysis

Weiran Zhang , Amélie Fau , Udo Nackenhorst , Rodrigue Desmorat
Virtual Design and Validation, Lecture Notes in Applied and Computational Mechanics, 93, pp.329-347, 2020, ⟨10.1007/978-3-030-38156-1_17⟩
Chapitre d'ouvrage hal-02464075v1
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A Model Reduction Technique in Space and Time for Fatigue Simulation

Mainak Bhattacharyya , Amélie Fau , Udo Nackenhorst , David Néron , Pierre Ladevèze
Multiscale Modeling of Heterogeneous Structures, pp.183-203, 2018, ⟨10.1007/978-3-319-65463-8_10⟩
Chapitre d'ouvrage hal-02306384v1
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Finite Element Approach of Electronic Structures

Amélie Fau
Materials and structures in mechanics [physics.class-ph]. Ecole Centrale Paris, 2012. English. ⟨NNT : 2012ECAP0049⟩
Thèse tel-00985912v1