Trajectory clustering of air traffic flows around airports von Olive, Xavier, Morio, Jérôme

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Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling von Chiron, Marie, Genest, Christian, Morio, Jérôme, Dubreuil, Sylvain

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Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation von El Masri, Maxime, Morio, Jérôme, Simatos, Florian

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Kriging-based adaptive Importance Sampling algorithms for rare event estimation von Balesdent, Mathieu, Morio, Jérôme, Marzat, Julien

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Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty von Sarazin, Gabriel, Morio, Jérôme, Lagnoux, Agnès, Balesdent, Mathieu, Brevault, Loïc

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Physics-informed machine learning in prognostics and health management: State of the art and challenges von DENG, Weikun, NGUYEN, Khanh T.P., MEDJAHER, Kamal, GOGU, Christian, MORIO, Jérôme

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Multifidelity & multi-objective Bayesian optimization of hydrogen-air injectors for aircraft propulsion von Farjon, Philippe, Bertier, Nicolas, Dubreuil, Sylvain, Morio, Jérôme

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Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes von Menz, Morgane, Dubreuil, Sylvain, Morio, Jérôme, Gogu, Christian, Bartoli, Nathalie, Chiron, Marie

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Data-driven mid-air collision risk modelling using extreme-value theory von Figuet, Benoit, Monstein, Raphael, Waltert, Manuel, Morio, Jérôme

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Global and local sensitivity analysis methods for a physical system von Morio, Jérôme

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Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates von Demange-Chryst, Julien, Bachoc, François, Morio, Jérôme

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Extreme quantile estimation with nonparametric adaptive importance sampling von Morio, Jérôme

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A nonparametric importance sampling estimator for moment independent importance measures von Derennes, Pierre, Morio, Jérôme, Simatos, Florian

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Reliability-based sensitivity estimators of rare event probability in the presence of distribution parameter uncertainty von Chabridon, Vincent, Balesdent, Mathieu, Bourinet, Jean-Marc, Morio, Jérôme, Gayton, Nicolas

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Estimation of high-order moment-independent importance measures for Shapley value analysis von Sarazin, Gabriel, Derennes, Pierre, Morio, Jérôme

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Simultaneous estimation of complementary moment independent and reliability-oriented sensitivity measures von Derennes, Pierre, Morio, Jérôme, Simatos, Florian

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A sensitivity analysis based trade-off between probabilistic model identification and statistical estimation von Surget, Charles, Dubreuil, Sylvain, Morio, Jérôme, Mattrand, Cécile, Bourinet, Jean-Marc, Gayton, Nicolas

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A Review on Local Failure Probability Sensitivity Analysis von Chiron, Marie, Morio, Jérôme, Dubreuil, Sylvain

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Multifidelity Algorithm for the Sensitivity Analysis of Multidisciplinary Problems von Drouet, Vincent, Balesdent, Mathieu, Brevault, Loïc, Dubreuil, Sylvain, Morio, Jérôme

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Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects von Deng, Weikun, Nguyen, Khanh T.P., Medjaher, Kamal, Gogu, Christian, Morio, Jérôme

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