Výsledky vyhledávání - "Nguyen, Gautier"

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Automatic detection of Interplanetary Coronal Mass Ejections from in-situ data: a deep learning approach

Autor: Nguyen, Gautier, Aunai, Nicolas, Fontaine, Dominique, Pennec, Erwan Le, Bossche, Joris Van den, Jeandet, Alexis, Bakkali, Brice, Vignoli, Louis, Blancard, Bruno Regaldo-Saint

Decades of studies have suggested several criteria to detect Interplanetary coronal mass ejections (ICME) in time series from in-situ spacecraft measurements. Among them the most common are an enhanced and smoothly rotating magnetic field, a low prot

Externí odkaz: http://arxiv.org/abs/1903.10780

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Solar wind / magnetosphere coupling inferred from machine-learning methods

Autor: Nguyen, Gautier

Publikováno v: Earth and Planetary Astrophysics [astro-ph.EP]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASP012⟩

Decades of in-situ data measurement by missions focused on the study of the solar wind and its relation with the near-Earth environment allowed the study of the Sun-Earth coupling from a statistical point of view. Nevertheless, these studies are limi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::d7d80d6b944ec0480c4ad0277c262035
https://tel.archives-ouvertes.fr/tel-03198435/file/92106_NGUYEN_2021_archivage.pdf

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Akademický článek

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Event detection from multiple spacecraft in-situ measurement using Deep Learning

Autor: Nguyen, Gautier, Fontaine, Dominique, Aunai, Nicolas, Jeandet, Alexis, Choimet, Vianney

Publikováno v: 21st EGU General Assembly
21st EGU General Assembly, Apr 2019, Vienna, Austria. pp.15161

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::86db48060b021349a5adfabff76624ce
https://hal.archives-ouvertes.fr/hal-02406773

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Automatic detection of ICMEs at 1 AU : a deep learning approach

Autor: Nguyen, Gautier, Aunai, N., Fontaine, Dominique, Le Pennec, E., Jeandet, A.

Publikováno v: 2018 AGU Fall Meeting
2018 AGU Fall Meeting, Dec 2018, Washington D.C, United States. pp.SM31D-3527, 2018

International audience; Interplanetary Coronal Mass Ejections (ICMEs) are the interplanetarymanifestation of coronal mass ejections.Decades of studies through in situ measurements shed light on theirtypical characteristics : enhanced and smoothly rot

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::9aa17d6048fc1c71049a49811102e3f3
https://hal.archives-ouvertes.fr/hal-02860978

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Detection and dynamics of Martian plasma boundaries

Autor: Garnier, P., Ecoffet, D., Génot, V., Aunai, Nicolas, Nguyen, Gautier, Mazelle, C., Fang, X., Hall, Benjamin, Masunaga, Kei

Publikováno v: European Planetary Science Congress 2018
European Planetary Science Congress 2018, Sep 2018, Berlin, Germany

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::aa0cb117b31389c0f2af3b94594249da
https://hal.archives-ouvertes.fr/hal-02345967

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Machine learning methods to identify ICMEs automatically

Autor: Nguyen, Gautier, Fontaine, Dominique, Aunai, N., Vandenbossche, J., Jeandet, A., Lemaitre, G., Kegel, B., Le Pennec, E.

Publikováno v: EGU General Assembly
EGU General Assembly, Apr 2018, Vienna, Austria. 20, pp.EGU2018-1963, 2018

International audience; Magnetic instabilities in the solar corona lead to the expulsion of large quantities of plasma and magnetic field in the interplanetary medium known as Interplanetary Coronal Mass Ejections (ICMEs). Among them, magnetic clouds

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ac4dcd7a6eac1b794a871b3e1e4c1bf4
https://hal.archives-ouvertes.fr/hal-02860968

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