Learning Multivariate Time Series with Unsupervised Representation Methods using Simulated Datasets
Thabang Lebese
,
Cécile Mattrand
,
David Clair
,
Jean-Marc Bourinet
.. , Apr 2023, Louvain-la-Neuve, Belgium. 2023
Poster de conférence
hal-04442065v1
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Modélisation de la microstructure de composites UD à fibres naturelles pour l'étude de leur durabilité
Cécile Mattrand
,
Romain Léger
,
Stéphane Corn
,
Ahmed Mooti
EcoMat2017 , Oct 2017, Alès, France
Communication dans un congrès
hal-01659781v1
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Health indicator learning for predictive maintenance based on a triplet loss and deep siamese network
Etienne Jules
,
Cécile Mattrand
,
Jean-Marc Bourinet
The 8th European Congress on Computational Methods in Applied Sciences and Engineering ECCOMAS Congress 2022 , Jun 2022, Oslo, Norway
Communication dans un congrès
hal-04413075v1
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Approximation d’intégrales coûteuses par utilisation de métamodèles : Application à la certification en fatigue des structures éoliennes
Quentin Huchet
,
Cécile Mattrand
,
Pierre Beaurepaire
,
Nicolas Relun
,
Nicolas Gayton
Congrès Français de Mécanique , Aug 2017, Lille, France
Communication dans un congrès
hal-01659762v1
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Dispersion de la résistance en fatigue : analyse comparée de différentes approches
Cécile Mattrand
,
Guillaume Causse
,
Thierry Yalamas
Congrès Français de Mécanique , Aug 2017, Lille, France
Communication dans un congrès
hal-01659775v1
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AK-MCSi: A Kriging-based method to deal with small failure probabilities and time-consuming models
Nicolas Lelièvre
,
Pierre Beaurepaire
,
Cécile Mattrand
,
Nicolas Gayton
Article dans une revue
hal-04502030v1
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On the consideration of uncertainty in design: optimization - reliability - robustness
Nicolas Lelièvre
,
Pierre Beaurepaire
,
Cécile Mattrand
,
Nicolas Gayton
,
Abdelkader Otsmane
Article dans une revue
hal-04502376v1
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AK‐DA: An efficient method for the fatigue assessment of wind turbine structures
Quentin Huchet
,
Cécile Mattrand
,
Pierre Beaurepaire
,
Nicolas Relun
,
Nicolas Gayton
Article dans une revue
hal-04502388v1
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A Kriging-based method to deal with high dimensional reliability problems
Cécile Mattrand
,
Nicolas Lelièvre
,
P. Beaurepaire
,
Nicolas Gayton
,
Virgile Marguin
PROCEEDINGS OF THE 19TH IFIP WG-7.5 CONFERENCE ON RELIABILITY AND OPTIMIZATION OF STRUCTURAL SYSTEMS , 2018
Proceedings/Recueil des communications
hal-04502593v1
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Time-variant Reliability Analysis Based on AK-SYS
Morteza Ahmadivala
,
Cécile Mattrand
,
Nicolas Gayton
,
Thierry Yalamas
,
André Orcesi
,
et al.
13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13 , May 2019, Seoul, South Korea.
⟨10.22725/ICASP13.480⟩
Communication dans un congrès
hal-04502516v1
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Approche probabiliste de la tolérance aux dommages
Cécile Mattrand
Thèse
tel-00738947v1
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A strategy for rib-to-deck crack propagation analysis and strengthening of orthotropic deck bridges
Morteza Ahmadivala
,
J Berthellemy
,
A Orcesi
,
Cécile Mattrand
,
Nicolas Gayton
,
et al.
Article dans une revue
hal-03583867v1
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Modeling and simulation of stochastic fatigue load sequences derived from in-flight load data
Cécile Mattrand
,
Jean-Marc Bourinet
,
Maurice Lemaire
,
Pierre Bernard
,
Michel Fogli
52nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference , American Institute of Aeronautics and Astronautics, 2024,
⟨10.2514/6.2011-2034⟩
Proceedings/Recueil des communications
hal-04502616v1
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Modeling natural fiber composites microstructures for predicting their water aging
Romain Léger
,
Cécile Mattrand
,
Ahmed Mooti
,
Stéphane Corn
18th European Conference on Composites Materials , Jun 2018, Athènes, Greece
Communication dans un congrès
hal-01843000v1
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La famille des méthodes AK pour l'analyse de la fiabilité : synthèse des récentes avancées
Nicolas Lelièvre
,
Pierre Beaurepaire
,
Cécile Mattrand
,
Nicolas Gayton
Congrès Français de Mécanique , Aug 2017, Lille, France
Communication dans un congrès
hal-01659768v1
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The help of metamodels or wind turbine certification
Quentin Huchet
,
Cécile Mattrand
,
Pierre Beaurepaire
,
Nicolas Gayton
,
Nicolas Relun
ICOSSAR 2017 , Aug 2017, Vienne, Austria
Communication dans un congrès
hal-01649675v1
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The cross-entropy method for reliability assessment of cracked structures subjected to random Markovian loads
Cécile Mattrand
,
J.-M. Bourinet
Article dans une revue
hal-04502394v1
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Adaptive kriging-based methods for failure probability evaluation: Focus on ak methods
Cécile Mattrand
,
P. Beaurepaire
,
Nicolas Gayton
Mechanical engineering in uncertainties - From classical approaches to recent developments , 205 (1), 2021
Chapitre d'ouvrage
hal-04502635v1
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AK-SYS-t: New Time-Dependent Reliability Method Based on Kriging Metamodeling
Morteza Ahmadivala
,
Cécile Mattrand
,
Nicolas Gayton
,
André Orcesi
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering , 2021, 7 (4), pp.11.
⟨10.1061/AJRUA6.0001163⟩
Article dans une revue
hal-03583858v1
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Analysis of Fatigue Crack Growth under Random Load Sequences Derived from Military In-flight Load Data
Cécile Mattrand
,
Jean-Marc Bourinet
,
Damien Théret
ICAF 2011 Structural Integrity: Influence of Efficiency and Green Imperatives: Proceedings of the 26th Symposium of the International Committee on Aeronautical Fatigue , 2011
Proceedings/Recueil des communications
hal-04502603v1
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Random load sequences and stochastic crack growth based on measured load data
Cécile Mattrand
,
J.-M. Bourinet
Article dans une revue
hal-04502381v1
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Damage Tolerance and Reliability Assessment under Random Markovian Loads
Jean-Marc Bourinet
,
Cécile Mattrand
Proceedings/Recueil des communications
hal-04502412v1
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Cost effective strategy using Kriging surrogates to compute fatigue at multiple locations of a structure: Application to offshore wind turbine certification
Quentin Huchet
,
Cécile Mattrand
,
Pierre Beaurepaire
,
Nicolas Relun
,
Nicolas Gayton
Proceedings/Recueil des communications
hal-04502624v1
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