SURGET C., DUBREUIL S., MORIO J., MATTRAND C., BOURINET J., GAYTON N.
Sensitivity to statistical estimation uncertainties and probabilistic model identification
Journées annuelles GDR MASCOT-NUM 2023
2023


AHMADIVALA M., BERTHELLEMY J., ORCESI A., MATTRAND C., GAYTON N., YALAMAS T.
A strategy for rib-to-deck crack propagation analysis and strengthening of orthotropic deck bridges
Engineering Failure Analysis, vol. 134, p. 106057
2022


SURGET C., DUBREUIL S., MORIO J., MATTRAND C., BOURINET J., GAYTON N.
Étude de l’influence de l’échantillonnage statistique et des incertitudes d’inférence probabiliste sur la variance d’un estimateur
25ème Congrès Français de Mécanique, Nantes, 29 août - 2 septembre 2022
2022


MATTRAND C.
Analyse de la fiabilité en tolérance aux dommages
25ème Congrès Français de Mécanique Avancée, Nantes, 29 août - 2 septembre 2022
2022


JULES E., MATTRAND C., BOURINET J.
Health indicator learning for predictive maintenance based on a triplet loss and deep siamese network
The 8th European Congress on Computational Methods in Applied Sciences and Engineering ECCOMAS Congress 2022
2022


SURGET C., DUBREUIL S., MORIO J., MATTRAND C., BOURINET J., GAYTON N.
Sensitivity analysis of statistical estimation uncertainties and probabilistic model identifcation
Journées annuelles GDR MASCOT-NUM 2022
2022


AHMADIVALA M., MATTRAND C., GAYTON N., ORCESI A.
AK-SYS-t: New Time-Dependent Reliability Method Based on Kriging Metamodeling
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, vol. 7, p. 1
2021


MATTRAND C., BEAUREPAIRE P., GAYTON N.
Méthodes adaptatives basées sur le krigeage pour l’évaluation de probabilités de défaillance : focus sur les méthodes AK
6 ISTE Editions ISTE Editions
2021


HUCHET Q., MATTRAND C., BEAUREPAIRE P., RELUN N., GAYTON N.
AK-DA: An efficient method for the fatigue assessment of wind turbine structures
Wind Energy, vol. 22, p. 638--652
2019


AMRANE C., BEAUREPAIRE P., MATTRAND C., BOURINET J., GAYTON N.
Apport de l'agregation de metamodeles pour le calcul de probabilite d'evenements rares
24eme congres francais de mecanique
2019 aug


AHMADIVALA M., SAWICKI B., BRUHWILER E., YALAMAS T., GAYTON N., MATTRAND C., ORCESI A.
Application of Time Series Methods on Long-Term Structural Monitoring Data for Fatigue Analysis
SMAR2019 - Fifth Conference On Smart Monitoring, Assessment and Rehabilitation Of Civil Structures
2019


AMRANE C., MATTRAND C., BEAUREPAIRE P., BOURINET J., GAYTON N.
On the use of ensembles of metamodels for estimation of the failure probability
UNECOMP 2019 3rd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering
2019


AHMADIVALA M., MATTRAND C., GAYTON N., YALAMAS T., ORCESI A., CAUSSE G.
Time-variant Reliability Analysis Based on AK-SYS
13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13
2019


CHEVALIER L., BRUCHON J., LIOTIER P., MOULIN N., DRAPIER S., MATTRAND C., BENHACINE C.
Écoulements capillaires dans une microstructure fibreuse
14ème colloque national en calcul des structures CSMA, 13-17 mai 2019, presqu’île de Giens
2019


AHMADIVALA M., MATTRAND C., GAYTON N., DUMAS A.
Application of AK-SYS method for time-dependent reliability analysis
24ème Congrès Français de Mécanique Brest
2019


AHMADIVALA M., MATTRAND C., GAYTON N., DUMAS A.
Application of AK-SYS method for time-dependent reliability analysis
24ème Congrès Français de Mécanique Brest
2019


AHMADIVALA M., SAWICKI B., BRUHWILER E., YALAMAS T., GAYTON N., MATTRAND C., ORCESI A.
Application of Time Series Methods on Long-Term Structural Monitoring Data for Fatigue Analysis
SMAR2019 - Fifth Conference On Smart Monitoring, Assessment and Rehabilitation Of Civil Structures
2019


AMRANE C., BEAUREPAIRE P., MATTRAND C., BOURINET J., GAYTON N.
Apport de l'agregation de metamodeles pour le calcul de probabilite d'evenements rares
24eme congres francais de mecanique
2019 aug


AMRANE C., MATTRAND C., BEAUREPAIRE P., BOURINET J., GAYTON N.
On the use of ensembles of metamodels for estimation of the failure probability
UNCECOMP 2019 3rd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering
2019


AHMADIVALA M., MATTRAND C., GAYTON N., YALAMAS T., ORCESI A., CAUSSE G.
Time-variant Reliability Analysis Based on AK-SYS
13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13
2019


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N.
Ak-mcsi: a kriging-based method to deal with small failure probabilities and time-consuming models
structural safety, vol. 73, p. 1--11
2018


BEAUREPAIRE P., MATTRAND C., GAYTON N., DANTAN J.
Tolerance analysis of a deformable component using the probabilistic approach and kriging-based surrogate models
asce-asme journal of risk and uncertainty in engineering systems, part a: civil engineering, vol. 4, p. 04018028
2018


GAYTON N., LELIEVRE N., BEAUREPAIRE P., MATTRAND C., MARGUIN V.
Les methodes ak pour l'analyse de fiabilite – etat des lieux et recents developpements
10eme journee fiabilite des materiaux et des structures, bordeaux
2018


HUCHET Q., MATTRAND C., BEAUREPAIRE P., GAYTON N., RELUN N.
A Kriging based procedure for the certification of wind turbine structures: application to large scale models
The 54thESReDA Seminar on Risk, Reliability and Safety of Energy Systems in Coastal and Marine Environments
2018


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N., MARGUIN V.
A kriging-based method to deal with high dimensional reliability problems
ifip wg-7.5 – reliability and optimization of structural systems, zurich
2018


HUCHET Q., MATTRAND C., BEAUREPAIRE P., RELUN N., GAYTON N.
Cost effective strategy using Kriging surrogates to compute fatigue at multiple locations of a structure: Application to offshore wind turbine certification
12th International Fatigue Congress (FATIGUE 2018)
2018


LEGER R., MATTRAND C., MOOTI A., CORN S.
Modeling natural fiber composites microstructures for predicting their water aging
18th european conference on composites materials
2018 jun


HUCHET Q., MATTRAND C., BEAUREPAIRE P., GAYTON N., RELUN N.
A Kriging based procedure for the certification of wind turbine structures: application to large scale models
The 54thESReDA Seminar on Risk, Reliability and Safety of Energy Systems in Coastal and Marine Environments
2018


HUCHET Q., MATTRAND C., BEAUREPAIRE P., RELUN N., GAYTON N.
Cost effective strategy using Kriging surrogates to compute fatigue at multiple locations of a structure: Application to offshore wind turbine certification
12th International Fatigue Congress (FATIGUE 2018)
2018


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N., MARGUIN V.
Nouvelles methodes basees sur le krigeage pour l'analyse de fiabilite – evenements rares et grande dimension
reunion gtr securite et surete des structures de l'institut pour la maitrise des risques
2018


HUCHET Q., MATTRAND C., BEAUREPAIRE P., GAYTON N., RELUN N.
The help of metamodels of wind turbine certification
ICCOSAR 12th International Conference on Structural Safety & Reliability
2017


HUCHET Q., MATTRAND C., BEAUREPAIRE P., RELUN N., GAYTON N.
Approximation d’intégrales coûteuses par utilisation de métamodèles : Application à la certification en fatigue des structures éoliennes
23ème Congrès Français de Mécanique Lille
2017


MATTRAND C., CAUSSE G., YALAMAS T.
Dispersion de la résistance en fatigue : analyse comparée de différentes approches
23ème Congrès Français de Mécanique Lille
2017


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N.
La famille des methodes ak pour l’analyse defiabilite : synthese des recentes avancees
23eme congres francais de mecanique
2017


HUCHET Q., MATTRAND C., BEAUREPAIRE P., RELUN N., GAYTON N.
Approximation d’intégrales coûteuses par utilisation de métamodèles : Application à la certification en fatigue des structures éoliennes
23ème Congrès Français de Mécanique Lille
2017


MATTRAND C., CAUSSE G., YALAMAS T.
Dispersion de la résistance en fatigue : analyse comparée de différentes approches
23ème Congrès Français de Mécanique Lille
2017


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N.
La famille des methodes ak pour l’analyse defiabilite : synthese des recentes avancees
23eme congres francais de mecanique
2017


MATTRAND C., CORN S., LEGER R., MOOTI A.
Modélisation de la microstructure de composites UD à fibres naturelles pour l’étude de leur durabilité
EcoMat2017
2017


HUCHET Q., MATTRAND C., BEAUREPAIRE P., GAYTON N., RELUN N.
The help of metamodels of wind turbine certification
ICCOSAR 12th International Conference on Structural Safety & Reliability
2017


FAURIAT W., MATTRAND C., GAYTON N., BEAKOU A., CEMBRYNSKI T.
Estimation of road profiles variability from measured vehicle response
Vehicle system dynamics, vol. 54, p. 585--605
2016


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N., OTSMANE A.
On the consideration of uncertainty in design: optimization - reliability - robustness
structural and multidisciplinary optimization, vol. 54, p. 1423--1437
2016 dec 01


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N.
On the consideration of uncertainty in design: optimization - reliability - robustness
vii european congress on computational methods in applied sciences and engineering
2016


LELIEVRE N., BEAUREPAIRE P., MATTRAND C., GAYTON N.
On the consideration of uncertainty in design: optimization - reliability - robustness
vii european congress on computational methods in applied sciences and engineering
2016


MATTRAND C., BEAKOU A., CHARLET K.
Fourier based methodology for simulating 2D-random shapes in heterogeneous materials
Computational Mechanics, vol. 56, p. 371--388
2015


FAURIAT W., MATTRAND C., GAYTON N., BEAKOU A.
An application of stochastic simulation of the study of the variability of road induced fatigue loads
Procedia Engineering, 6th Fatigue Design conference
2015


FAURIAT W., MATTRAND C., GAYTON N., BEAKOU A.
Analyse de la variabilité des chargements de fatigue dans l’automobile et influence sur les prévisions de fiabilité
22ème Congrès Français de Mécanique Lyon
2015


FAURIAT W., MATTRAND C., GAYTON N., BEAKOU A.
An application of stochastic simulation of the study of the variability of road induced fatigue loads
Procedia Engineering, 6th Fatigue Design conference
2015


FAURIAT W., MATTRAND C., GAYTON N., BEAKOU A.
Analyse de la variabilité des chargements de fatigue dans l’automobile et influence sur les prévisions de fiabilité
22ème Congrès Français de Mécanique Lyon
2015


MATTRAND C., BEAKOU A., CHARLET K.
Numerical modeling of the flax fiber morphology variability
Composites part A, vol. 63, p. 10--20
2014


MATTRAND C., BOURINET J.
The cross-entropy method for reliability assessment of cracked structures subjected to random Markovian loads
Reliability Engineering and System Safety, vol. 123, p. 171--182
2014


MATTRAND C., BEAKOU A., CHARLET K.
Statistical modeling of arbitrary flax fiber shapes from 2D images using randomized Fourier expansion
ECCM 16th European Conference on Composite Materials
2014


MATTRAND C.
Modélisation aléatoire du contour des sections de fibres de lin à partir d’analyse d’images
Matériaux 2014 Montpellier
2014


MATTRAND C., BEAKOU A., CHARLET K.
Statistical modeling of arbitrary flax fiber shapes from 2D images using randomized Fourier expansion
ECCM 16th European Conference on Composite Materials
2014