David Métivier Chargé de Recherche

Publications

Pré-publication, Document de travail (4)

Spatio-temporal generation of precipitation using a Hidden Markov Model, extended extreme distributions and conditional Gaussian fields Caroline Cognot,Liliane Bel,David Métivier,Sylvie Parey 2026 Pré-publication, Document de travail hal-05523768v1
Accelerated Convergence of Error Quantiles using Robust Randomized Quasi Monte Carlo Methods Emmanuel Gobet,Matthieu Lerasle,David Métivier 2024 Pré-publication, Document de travail hal-03631879v4
Towards a measurement of the Debye length in very large Magneto-Optical traps Julien Barre,R. Kaiser,G. Labeyrie,B. Marcos,D. Metivier 2018 Pré-publication, Document de travail hal-01853733v1
Bifurcations and singularities for coupled oscillators with inertia and frustration Julien Barré,David Métivier 2016 Pré-publication, Document de travail hal-01317071v1

Communication dans un congrès (7)

Hybrid Deep Learning and Physics Models for Lake Water Quality Forecasting David Métivier,Céline Casenave,Vinçon-Leite Brigitte 1er Congrès Eau & Intelligence artificielle, SHF, Mar 2026, Grenoble, France Communication dans un congrès hal-05595946v1
Statistical modelling of combined sewer overflow Yoann Cartier,Arthur Guillot-Le Goff,Rémi Carmigniani,David Métivier,Thomas Einfaltet al. EGU General Assembly 2025, Apr 2025, Vienna, Austria. 22 p., ⟨10.5194/egusphere-egu25-11965⟩ Communication dans un congrès hal-05084227v1
Identifying the most contributing sources of microbiological contamination in Paris Yoann Cartier,Arthur Guillot - Le Goff,David Métivier,Vinçon-Leite Brigitte,Sébastien Boyavalet al. 6th IAHR Young Professionals Congress, IAHR, Dec 2025, Online, France Communication dans un congrès hal-05595926v1
Spatio-temporal generation of precipitations using a spatially correlated Bernoulli and hidden Markov model Caroline Cognot,Liliane Bel,David Métivier,Sylvie Parey 56èmes Journées de Statistiques de la SFdS, Jun 2025, Marseille, France. 7 p Communication dans un congrès hal-05360271v1
Spatio-temporal weather generator for the temperature over France Caroline Cognot,Liliane Bel,Sylvie Parey,David Métivier 55. Journées de Statistiqeues de la SFdS, May 2024, Bordeaux, France. 9 p Communication dans un congrès hal-05360254v1
Interpretable stochastic weather generator, application to a crop model, and climate change analysis David Métivier International Meeting on Statistical Climatology, Météo-France, Jun 2024, Toulouse, France Communication dans un congrès hal-04916628v1
Mean estimation for Randomized Quasi Monte Carlo method Emmanuel Gobet,Matthieu Lerasle,David Métivier Foundations of Computational Mathematics, Jun 2023, Paris, France Communication dans un congrès hal-04507005v1

Article dans une revue (14)

A spatio-temporal weather generator for the temperature over France Caroline Cognot,Liliane Bel,David Métivier,Sylvie Parey Advances in Statistical Climatology, Meteorology and Oceanography, 2025, ⟨10.5194/ascmo-11-203-2025⟩ Article dans une revue hal-04891781v2
Approximate Bayesian Computation with Deep Learning and Conformal prediction Meïli Baragatti,Céline Casenave,Bertrand Cloez,David Métivier,Isabelle Sanchez Journal of Computational and Graphical Statistics, 2025, 60 p. ⟨10.1080/10618600.2025.2546446⟩ Article dans une revue hal-04595814v4
Interpretable seasonal multisite hidden Markov model for stochastic rain generation in France Emmanuel Gobet,David Métivier,Sylvie Parey Advances in Statistical Climatology, Meteorology and Oceanography, 2024, 11 (2), pp.159-201. ⟨10.5194/ascmo-11-159-2025⟩ Article dans une revue hal-04621349v3
Super-relaxation of space–time-quantized ensemble of energy loads to curtail their synchronization after demand response perturbation Ilia Luchnikov,David Métivier,Henni Ouerdane,Michael Chertkov Applied Energy, 2021, 285, pp.116419. ⟨10.1016/j.apenergy.2020.116419⟩ Article dans une revue hal-04185465v1
Onset of synchronization in networks of second-order Kuramoto oscillators with delayed coupling: Exact results and application to phase-locked loops David Métivier,Lucas Wetzel,Shamik Gupta Physical Review Research, 2020, 2 (2), pp.023183. ⟨10.1103/PhysRevResearch.2.023183⟩ Article dans une revue hal-04185453v1
Efficient Polynomial Chaos Expansion for Uncertainty Quantification in Power Systems David Métivier,Marc Vuffray,Sidhant Misra Electric Power Systems Research, 2020, 189, pp.106791. ⟨10.1016/j.epsr.2020.106791⟩ Article dans une revue hal-04185424v1
Mean Field Control for Efficient Mixing of Energy Loads David Métivier,Michael Chertkov Physical Review E , 2020, 101 (2), pp.022115. ⟨10.1103/PhysRevE.101.022115⟩ Article dans une revue hal-04185435v1
Bifurcations in the Time-Delayed Kuramoto Model of Coupled Oscillators: Exact Results David Métivier,Shamik Gupta Journal of Statistical Physics, 2019, 176 (2), pp.279-298. ⟨10.1007/s10955-019-02299-z⟩ Article dans une revue hal-04185471v1
Power of Ensemble Diversity and Randomization for Energy Aggregation David Métivier,Ilia Luchnikov,Michael Chertkov Scientific Reports, 2019, 9, pp.5910. ⟨10.1038/s41598-019-41515-4⟩ Article dans une revue hal-04185442v1
Towards a measurement of the Debye length in very large magneto-optical traps J. Barré,R. Kaiser,G. Labeyrie,B. Marcos,D. Metivier Physical Review A, 2019, 100 (1), ⟨10.1103/PhysRevA.100.013624⟩ Article dans une revue hal-02391098v1
Unstable manifold expansion for Vlasov-Fokker-Planck equation Julien Barré,David Métivier Nonlinearity, 2018, 31 (10), pp.4667-4691. ⟨10.1088/1361-6544/aad3d8⟩ Article dans une revue hal-01484226v1
Bifurcations and singularities for coupled oscillators with inertia and frustration Julien Barre,D. Métivier Physical Review Letters, 2016, 117 (21), pp.214102. ⟨10.1103/PhysRevLett.117.214102⟩ Article dans une revue hal-01336162v1
Trapping scaling for bifurcations in Vlasov systems J Barré,D Métivier,Yoshiyuki y Yamaguchi Physical Review E : Statistical, Nonlinear, and Soft Matter Physics [2001-2015], 2016, 93 (4), pp.042207. ⟨10.1103/PhysRevE.93.042207⟩ Article dans une revue hal-01279770v2
Potent inhibition of CD4/TCR-mediated T cell apoptosis by a CD4-binding glycoprotein secreted from breast tumor and seminal vesicle cells. M Gaubin,Monica Autiero,Stéphane Basmaciogullari,David Métivier,Zohar Misehalet al. Journal of Immunology, 1999, 162 (5), pp.2631-8 Article dans une revue hal-05485095v1

Logiciel (5)

ABCMethods: A Julia package implementing some Bayesian ABC methods David Métivier 2025, ⟨swh:1:dir:38187fbc551bfac72c42d86e2eea9d873a7d5d96;origin=https://hal.archives-ouvertes.fr/hal-04891610;visit=swh:1:snp:0824fadaae8a1fab14558c6734079ade5a67543f;anchor=swh:1:rel:d82084b94491ae3c4b7bd8bfd5c73452294274ae;path=/⟩ Logiciel hal-04891610v1
StochasticWeatherGenerators.jl: A Julia package to generate weather sequences with Stochastic Weather Generators David Métivier 2025, ⟨swh:1:dir:ce90b6146c87336c2a6d7f7a3ee2ed174be16016;origin=https://hal.archives-ouvertes.fr/hal-04891572;visit=swh:1:snp:fe19edae00b56fe01beead3939da12fa687c2c3d;anchor=swh:1:rel:36ed58b6a919eea3231505712592e6659d9de53d;path=/⟩ Logiciel hal-04891572v1
ExpectationMaximization.jl: A simple but generic implementation of Expectation Maximization algorithms to fit mixture models David Métivier 2024, ⟨swh:1:dir:8ed1911c8e0fc5d86663141fe4f7b42698021ad6;origin=https://hal.archives-ouvertes.fr/hal-04784091;visit=swh:1:snp:61aa1963730138cfefb0d92d93087b5c45033f1d;anchor=swh:1:rel:ec1e90f61a2511803adab870117005e68dc47d74;path=/⟩ Logiciel hal-04784091v1
RobustMeans.jl David Métivier 2022, ⟨swh:1:dir:960493c533548e550b8951b0fd3a15060b97e964;origin=https://hal.archives-ouvertes.fr/hal-04520021;visit=swh:1:snp:dfdc5595a5ae2e162188fdaf5ddd77e868aab2cc;anchor=swh:1:rel:087d51d0a39ec3e54451dc69ad4a742e4df6182b;path=/⟩ Logiciel hal-04520021v1
RandomizedQuasiMonteCarlo.jl David Métivier 2022, ⟨swh:1:dir:de9487861e40de00d94dd349b0ec9a921b829107;origin=https://hal.archives-ouvertes.fr/hal-04520119;visit=swh:1:snp:18729aee830e61f71666c3a8b55e2464b5ec59f1;anchor=swh:1:rel:175b65e309ec41b52b7644101d59ed449359d468;path=/⟩ Logiciel hal-04520119v1