Jérôme Morio
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Université Fédérale de Toulouse Midi-Pyrénées
Jérôme Morio works in Probabilistic and Robust Engineering Design, Reliability and Maintenance Optimization, Risk and Safety Analysis, Markov Chains and Monte Carlo Methods, Simulation Techniques and Applications. Recorded institutional associations include Université Fédérale de Toulouse Midi-Pyrénées, Office National d'Études et de Recherches Aérospatiales, Université de Toulouse.
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
Global and local sensitivity analysis methods for a physical system
2011 · 149 citationsKriging-based adaptive Importance Sampling algorithms for rare event estimation
2013 · 145 citationsInfluence of the order of diattenuator, retarder, and polarizer in polar decomposition of Mueller matrices
2004 · 117 citationsPhysics-informed machine learning in prognostics and health management: State of the art and challenges
2023 · 107 citationsShannon entropy of partially polarized and partially coherent light with Gaussian fluctuations
2006 · 88 citationsTrajectory clustering of air traffic flows around airports
2018 · 85 citationsOn the Sustainability of the Extreme Value Theory for WCET Estimation
2014 · 71 citationsA survey of rare event simulation methods for static input–output models
2014 · 70 citationsBiobjective planning of an active debris removal mission
2012 · 62 citationsA generic physics-informed machine learning framework for battery remaining useful life prediction using small early-stage lifecycle data
2025 · 57 citationsVariance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes
2021 · 52 citationsExtreme quantile estimation with nonparametric adaptive importance sampling
2012 · 44 citationsRevising Measurement-Based Probabilistic Timing Analysis
2017 · 44 citationsReliability-based sensitivity estimators of rare event probability in the presence of distribution parameter uncertainty
2018 · 40 citationsRotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects
2023 · 39 citationsInfluence of input PDF parameters of a model on a failure probability estimation
2011 · 38 citationsReliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty
2021 · 38 citationsNon-parametric adaptive importance sampling for the probability estimation of a launcher impact position
2010 · 37 citationsEvaluation of failure probability under parameter epistemic uncertainty: application to aerospace system reliability assessment
2017 · 37 citationsImprovement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation
2021 · 35 citationsAn overview of importance splitting for rare event simulation
2010 · 34 citationsInformation Theory-Based Approach for Contrast Analysis in Polarimetric and/or Interferometric SAR Images
2008 · 31 citationsFailure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling
2023 · 31 citationsConflict probability estimation between aircraft with dynamic importance splitting
2012 · 30 citationsRare Event Probability Estimation in the Presence of Epistemic Uncertainty on Input Probability Distribution Parameters
2014 · 27 citations