Amélie Fau
Amélie Fau
LMPS (Laboratoire de Mécanique Paris Saclay) - École Normale Supérieure Paris-Saclay
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Cited by
State-of-the-art and comparative review of adaptive sampling methods for kriging
JN Fuhg, A Fau, U Nackenhorst
Archives of Computational Methods in Engineering 28, 2689-2747, 2021
Model-data-driven constitutive responses: application to a multiscale computational framework
JN Fuhg, C Böhm, N Bouklas, A Fau, P Wriggers, M Marino
International Journal of Engineering Science 167, 103522, 2021
A LATIN-based model reduction approach for the simulation of cycling damage
M Bhattacharyya, A Fau, U Nackenhorst, D Néron, P Ladevèze
Computational Mechanics 62, 725-743, 2018
Development of fuzzy probability based random fields for the numerical structural design
FN Schietzold, A Schmidt, MM Dannert, A Fau, RMN Fleury, W Graf, ...
GAMM‐Mitteilungen 42 (1), e201900004, 2019
A probability‐box approach on uncertain correlation lengths by stochastic finite element method
MM Dannert, A Fau, RMN Fleury, M Broggi, U Nackenhorst, M Beer
PAMM 18 (1), e201800114, 2018
A kinetic two-scale damage model for high-cycle fatigue simulation using multi-temporal Latin framework
M Bhattacharyya, A Fau, R Desmorat, S Alameddin, D Néron, P Ladevèze, ...
European Journal of Mechanics-A/Solids 77, 103808, 2019
A multi-temporal scale model reduction approach for the computation of fatigue damage
M Bhattacharyya, A Fau, U Nackenhorst, D Néron, P Ladevèze
Computer Methods in Applied Mechanics and Engineering 340, 630-656, 2018
Enhancing phenomenological yield functions with data: challenges and opportunities
JN Fuhg, A Fau, N Bouklas, M Marino
European Journal of Mechanics-A/Solids, 104925, 2023
Interval and fuzzy physics-informed neural networks for uncertain fields
JN Fuhg, I Kalogeris, A Fau, N Bouklas
Probabilistic Engineering Mechanics 68, 103240, 2022
A Model Reduction Technique in Space and Time for Fatigue Simulation
M Bhattacharyya, A Fau, U Nackenhorst, D Néron, P Ladevèze
Multiscale Modeling of Heterogeneous Structures, 183-203, 2018
Imprecise random field analysis for non-linear concrete damage analysis
MM Dannert, MGR Faes, RMN Fleury, A Fau, U Nackenhorst, D Moens
Mechanical Systems and Signal Processing 150, 107343, 2021
PI/PID controller stabilizing sets of uncertain nonlinear systems: an efficient surrogate model-based approach
JH Urrea-Quintero, JN Fuhg, M Marino, A Fau
Nonlinear Dynamics 105 (1), 277-299, 2021
Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing’s type
JN Fuhg, A Fau
Nonlinear Dynamics 98 (3), 1709-1729, 2019
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications
MM Dannert, F Bensel, A Fau, RMN Fleury, U Nackenhorst
Probabilistic Engineering Mechanics 69, 103299, 2022
Large time increment approach for fatigue damage computations
S Alameddin, M Bhattacharyya, A Fau, U Nackenhorst, D Néron, ...
PAMM 17 (1), 231-232, 2017
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems
AA Basmaji, A Fau, JH Urrea-Quintero, MM Dannert, E Voelsen, ...
Probabilistic Engineering Mechanics 70, 103366, 2022
A classification-pursuing adaptive approach for Gaussian process regression on unlabeled data
JN Fuhg, A Fau
Mechanical Systems and Signal Processing 162, 107976, 2022
Toward Optimality of Proper Generalised Decomposition Bases
S Alameddin, A Fau, D Néron, P Ladevèze, U Nackenhorst
Mathematical and Computational Applications 24 (1), 30, 2019
A projection-based approach to extend digital volume correlation for 4D spacetime measurements
V Kosin, A Fau, C Jailin, B Smaniotto, T Wick, F Hild
Comptes Rendus. Mécanique, 2023
Non-linear finite element analysis under mixed epistemic and aleatory uncertain random field input
MM Dannert, RMN Fleury, A Fau, U Nackenhorst
ESREL, 2693-2698, 2019
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