David Métivier

Chargé de Recherche

Documents

Publications

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

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 Einfalt et 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 Boyaval et 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

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

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

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

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 Misehal et al.

Journal of Immunology, 1999, 162 (5), pp.2631-8

Article dans une revue hal-05485095v1

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

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

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

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

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

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