Jérôme Morio

According to our database, Jérôme Morio authored at least 36 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A sensitivity analysis based trade-off between probabilistic model identification and statistical estimation.

Charles Surget, Sylvain Dubreuil, Jérôme Morio, Cécile Mattrand, Jean-Marc Bourinet, Nicolas Gayton

Reliab. Eng. Syst. Saf., 2025

2024

Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling.

Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth

Trans. Mach. Learn. Res., 2024

Advanced collision risk estimation in terminal manoeuvring areas using a disentangled variational autoencoder for uncertainty quantification.

Timothé Krauth, Jérôme Morio, Xavier Olive, Benoit Figuet

Eng. Appl. Artif. Intell., 2024

Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration.

Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio

Eng. Appl. Artif. Intell., 2024

A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.

Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Mejaher, Jérôme Morio, Hung Le, Dazhong Wu

Proceedings of the 10th International Conference on Control, 2024

2023

Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates.

Julien Demange-Chryst, François Bachoc, Jérôme Morio

Stat. Comput., October, 2023

Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects.

Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio

Adv. Eng. Informatics, October, 2023

Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling.

Marie Chiron, Christian Genest, Jérôme Morio, Sylvain Dubreuil

Reliab. Eng. Syst. Saf., July, 2023

2021

Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty.

Gabriel Sarazin, Jérôme Morio, Agnès Lagnoux, Mathieu Balesdent, Loïc Brevault

Reliab. Eng. Syst. Saf., 2021

Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation.

Maxime El Masri, Jérôme Morio, Florian Simatos

Reliab. Eng. Syst. Saf., 2021

Simultaneous estimation of complementary moment independent and reliability-oriented sensitivity measures.

Pierre Derennes, Jérôme Morio, Florian Simatos

Math. Comput. Simul., 2021

2020

Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses.

Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio

Reliab. Eng. Syst. Saf., 2020

Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes.

Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron

CoRR, 2020

2019

A nonparametric importance sampling estimator for moment independent importance measures.

Pierre Derennes, Jérôme Morio, Florian Simatos

Reliab. Eng. Syst. Saf., 2019

2018

Reliability-based sensitivity estimators of rare event probability in the presence of distribution parameter uncertainty.

Vincent Chabridon, Mathieu Balesdent, Jean-Marc Bourinet, Jérôme Morio, Nicolas Gayton

Reliab. Eng. Syst. Saf., 2018

Estimation of moment Independent Importance Measures using a copula and Maximum Entropy Framework.

Pierre Derennes, Jérôme Morio, Florian Simatos

Proceedings of the 2018 Winter Simulation Conference, 2018

Toward Contention Analysis for Parallel Executing Real-Time Tasks.

Fabrice Guet, Luca Santinelli, Jérôme Morio, Guillaume Phavorin, Eric Jenn

Proceedings of the 18th International Workshop on Worst-Case Execution Time Analysis, 2018

2017

On the Representativity of Execution Time Measurements: Studying Dependence and Multi-Mode Tasks.

Fabrice Guet, Luca Santinelli, Jérôme Morio

Proceedings of the 17th International Workshop on Worst-Case Execution Time Analysis, 2017

Revising Measurement-Based Probabilistic Timing Analysis.

Luca Santinelli, Fabrice Guet, Jérôme Morio

Proceedings of the 2017 IEEE Real-Time and Embedded Technology and Applications Symposium, 2017

2016

Tuning of adaptive interacting particle system for rare event probability estimation.

Damien Jacquemart, Jérôme Morio

Simul. Model. Pract. Theory, 2016

An island particle algorithm for rare event analysis.

Christelle Vergé, Jérôme Morio, Pierre Del Moral

Reliab. Eng. Syst. Saf., 2016

Probabilistic analysis of cache memories and cache memories impacts on multi-core embedded systems.

Fabrice Guet, Luca Santinelli, Jérôme Morio

Proceedings of the 11th IEEE Symposium on Industrial Embedded Systems, 2016

2015

Recommendations for the tuning of rare event probability estimators.

Mathieu Balesdent, Jérôme Morio, Julien Marzat

Reliab. Eng. Syst. Saf., 2015

Extreme density level set estimation for input-output functions via the adaptive splitting technique.

Rudy Pastel, Jérôme Morio, François Le Gland

J. Comput. Sci., 2015

Some ideas for bias and variance reduction in the splitting algorithm for diffusion processes.

Damien Jacquemart, Jérôme Morio, François Le Gland

J. Comput. Sci., 2015

2014

A survey of rare event simulation methods for static input-output models.

Jérôme Morio, Mathieu Balesdent, Damien Jacquemart, Christelle Vergé

Simul. Model. Pract. Theory, 2014

On the Sustainability of the Extreme Value Theory for WCET Estimation.

Luca Santinelli, Jérôme Morio, Guillaume Dufour, Damien Jacquemart

Proceedings of the 14th International Workshop on Worst-Case Execution Time Analysis, 2014

2013

Optimisation of interacting particle systems for rare event estimation.

Jérôme Morio, Damien Jacquemart-Tomi, Mathieu Balesdent, Julien Marzat

Comput. Stat. Data Anal., 2013

A combined importance splitting and sampling algorithm for rare event estimation.

Damien Jacquemart-Tomi, Jérôme Morio, François Le Gland

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012

Extreme quantile estimation with nonparametric adaptive importance sampling.

Jérôme Morio

Simul. Model. Pract. Theory, 2012

2011

Influence of input PDF parameters of a model on a failure probability estimation.

Jérôme Morio

Simul. Model. Pract. Theory, 2011

Non-parametric adaptive importance sampling for the probability estimation of a launcher impact position.

Jérôme Morio

Reliab. Eng. Syst. Saf., 2011

2009

A Characterization of Shannon Entropy and Bhattacharyya Measure of Contrast in Polarimetric and Interferometric SAR Image.

Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis

Proc. IEEE, 2009

Radar measurements analysis for spatial object classification.

Jérôme Morio, Florent Muller

Int. J. Intell. Def. Support Syst., 2009

2008

Information Theory-Based Approach for Contrast Analysis in Polarimetric and/or Interferometric SAR Images.

Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis

IEEE Trans. Geosci. Remote. Sens., 2008

2007

Polarimetric and Interferometric SAR Image Partition Into Statistically Homogeneous Regions Based on the Minimization of the Stochastic Complexity.

Jérôme Morio, François Goudail, Xavier Dupuis, Pascale Dubois-Fernandez, Philippe Réfrégier

IEEE Trans. Geosci. Remote. Sens., 2007