Jérôme Morio

38 papers A 1C 1Misc 2Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A sensitivity analysis based trade-off between probabilistic model identification and statistical estimation.
Reliab. Eng. Syst. Saf.
Charles Surget, Sylvain Dubreuil, Jérôme Morio, Cécile Mattrand, Jean-Marc Bourinet, Nicolas Gayton
2025 — conf
Variance-Based Sensitivity Analysis for Probabilistic Risk Assessment.
IMBSA
Jonathan Mboko, Jérôme Morio, Christel Seguin, Jean-Charles Chaudemar, Tatiana Prosvirnova
2024 C conf
A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.
CoDIT
Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio, Hung Le, Dazhong Wu
2024 J jnl
Advanced collision risk estimation in terminal manoeuvring areas using a disentangled variational autoencoder for uncertainty quantification.
Eng. Appl. Artif. Intell.
Timothé Krauth, Jérôme Morio, Xavier Olive, Benoit Figuet
2024 J jnl
Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration.
Eng. Appl. Artif. Intell.
Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio
2024 J jnl
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling.
Trans. Mach. Learn. Res.
Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth
2023 J jnl
Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates.
Stat. Comput.
Julien Demange-Chryst, François Bachoc, Jérôme Morio
2023 J jnl
Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling.
Reliab. Eng. Syst. Saf.
Marie Chiron, Christian Genest, Jérôme Morio, Sylvain Dubreuil
2023 J jnl
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects.
Adv. Eng. Informatics
Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio
2023 J jnl
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling.
CoRR
Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth
2021 J jnl
Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation.
Reliab. Eng. Syst. Saf.
Maxime El Masri, Jérôme Morio, Florian Simatos
2021 J jnl
Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty.
Reliab. Eng. Syst. Saf.
Gabriel Sarazin, Jérôme Morio, Agnès Lagnoux, Mathieu Balesdent, Loïc Brevault
2021 J jnl
Simultaneous estimation of complementary moment independent and reliability-oriented sensitivity measures.
Math. Comput. Simul.
Pierre Derennes, Jérôme Morio, Florian Simatos
2020 J jnl
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses.
Reliab. Eng. Syst. Saf.
Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio
2020 J jnl
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes.
CoRR
Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron
2019 J jnl
A nonparametric importance sampling estimator for moment independent importance measures.
Reliab. Eng. Syst. Saf.
Pierre Derennes, Jérôme Morio, Florian Simatos
2018 Misc conf
Estimation of moment Independent Importance Measures using a copula and Maximum Entropy Framework.
WSC
Pierre Derennes, Jérôme Morio, Florian Simatos
2018 J jnl
Reliability-based sensitivity estimators of rare event probability in the presence of distribution parameter uncertainty.
Reliab. Eng. Syst. Saf.
Vincent Chabridon, Mathieu Balesdent, Jean-Marc Bourinet, Jérôme Morio, Nicolas Gayton
2018 — conf
Toward Contention Analysis for Parallel Executing Real-Time Tasks.
WCET
Fabrice Guet, Luca Santinelli, Jérôme Morio, Guillaume Phavorin, Eric Jenn
2017 — conf
On the Representativity of Execution Time Measurements: Studying Dependence and Multi-Mode Tasks.
WCET
Fabrice Guet, Luca Santinelli, Jérôme Morio
2017 A conf
Revising Measurement-Based Probabilistic Timing Analysis.
RTAS
Luca Santinelli, Fabrice Guet, Jérôme Morio
2016 J jnl
An island particle algorithm for rare event analysis.
Reliab. Eng. Syst. Saf.
Christelle Vergé, Jérôme Morio, Pierre Del Moral
2016 — conf
Probabilistic analysis of cache memories and cache memories impacts on multi-core embedded systems.
SIES
Fabrice Guet, Luca Santinelli, Jérôme Morio
2016 J jnl
Tuning of adaptive interacting particle system for rare event probability estimation.
Simul. Model. Pract. Theory
Damien Jacquemart, Jérôme Morio
2015 J jnl
Extreme density level set estimation for input-output functions via the adaptive splitting technique.
J. Comput. Sci.
Rudy Pastel, Jérôme Morio, François Le Gland
2015 J jnl
Recommendations for the tuning of rare event probability estimators.
Reliab. Eng. Syst. Saf.
Mathieu Balesdent, Jérôme Morio, Julien Marzat
2015 J jnl
Some ideas for bias and variance reduction in the splitting algorithm for diffusion processes.
J. Comput. Sci.
Damien Jacquemart, Jérôme Morio, François Le Gland
2014 J jnl
A survey of rare event simulation methods for static input-output models.
Simul. Model. Pract. Theory
Jérôme Morio, Mathieu Balesdent, Damien Jacquemart, Christelle Vergé
2014 — conf
On the Sustainability of the Extreme Value Theory for WCET Estimation.
WCET
Luca Santinelli, Jérôme Morio, Guillaume Dufour, Damien Jacquemart
2013 Misc conf
A combined importance splitting and sampling algorithm for rare event estimation.
WSC
Damien Jacquemart-Tomi, Jérôme Morio, François Le Gland
2013 J jnl
Optimisation of interacting particle systems for rare event estimation.
Comput. Stat. Data Anal.
Jérôme Morio, Damien Jacquemart-Tomi, Mathieu Balesdent, Julien Marzat
2012 J jnl
Extreme quantile estimation with nonparametric adaptive importance sampling.
Simul. Model. Pract. Theory
Jérôme Morio
2011 J jnl
Influence of input PDF parameters of a model on a failure probability estimation.
Simul. Model. Pract. Theory
Jérôme Morio
2011 J jnl
Non-parametric adaptive importance sampling for the probability estimation of a launcher impact position.
Reliab. Eng. Syst. Saf.
Jérôme Morio
2009 J jnl
A Characterization of Shannon Entropy and Bhattacharyya Measure of Contrast in Polarimetric and Interferometric SAR Image.
Proc. IEEE
Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis
2009 J jnl
Radar measurements analysis for spatial object classification.
Int. J. Intell. Def. Support Syst.
Jérôme Morio, Florent Muller
2008 J jnl
Information Theory-Based Approach for Contrast Analysis in Polarimetric and/or Interferometric SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis
2007 J jnl
Polarimetric and Interferometric SAR Image Partition Into Statistically Homogeneous Regions Based on the Minimization of the Stochastic Complexity.
IEEE Trans. Geosci. Remote. Sens.
Jérôme Morio, François Goudail, Xavier Dupuis, Pascale Dubois-Fernandez, Philippe Réfrégier