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Internship in Mathematics on Stochastic dynamics of particles in turbulence
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Annonce N°90070Publié le 06/04/2023 à 14:10
Description
_Le descriptif de l’offre ci-dessous est en Anglais_ TYPE DE CONTRAT
: Stage NIVEAU DE DIPLÔME EXIGÉ : Bac + 5 ou équivalent FONCTION :
Stagiaire de la recherche A PROPOS DU CENTRE OU DE LA DIRECTION
FONCTIONNELLE The Inria Université Côte d’Azur center counts 36
research teams as well as 7 support departments. The center's staff
(about 500 people including 320 Inria employees) is made up of
scientists of different nationalities (250 foreigners of 50
nationalities), engineers, technicians and administrative staff. 1/3
of the staff are civil servants, the others are contractual agents.
The majority of the center’s research teams are located in Sophia
Antipolis and Nice in the Alpes-Maritimes. Four teams are based in
Montpellier and two teams are hosted in Bologna in Italy and Athens.
The Center is a founding member of Université Côte d'Azur and
partner of the I-site MUSE supported by the University of Montpellier.
CONTEXTE ET ATOUTS DU POSTE CONTEXT : The modeling of a turbulent
flow, and of the particles transported in it, offers a vast field of
investigation for stochastic approaches. These approaches are nowadays
enriched and renewed to take into account more and more complex
phenomena, extending and improving the existing computational
approaches in fluid mechanics, with multiple applications, both
environmental and industrial. By adopting an interdisciplinary
approach, the Calisto team develops original and coherent stochastic
models in this field, based on two complementary points of view, the
first is the classical framework of statistical descriptions of
turbulence (so-called mean fields) where only limited information is
available; the second is the detailed approach, where the fine
description of the phenomena is obtained from direct numerical
simulations, allowing the extraction of information on the
instantaneous structures of the flow. MISSION CONFIÉE The CaliSto
team at Inria is looking for a Master trainee, on the topics of
stochastic analysis and probabilistic numerical analysis, motivated to
pursue with PhD thesis. https://team.inria.fr/calisto/ PRINCIPALES
ACTIVITÉS TOPIC DESCRIPTION : The dynamics of a point particle in a
homogeneous and isotropic turbulent flow is commonly described (in the
mean field sense) by a diffusion process. However, this approach
leaves room for significant improvements as soon as one or more of the
above hypotheses are made more complex, either with respect to the
nature of the particle -non-spherical, non-point (i.e. flexible
particle, filament)- or of the turbulence -non-isotropic flow,
intermittent effect. In these situations super diffusion effects,
non-reversibility effects, memory effects are to be introduced.
Starting from relatively simplified particle dynamics situations
(Brownian fluctuations), the objective of the internship is to list
and study mathematical properties of gradually more complex models, by
extending the Brownian fluctuations to Levy fluctuations, for some
specific jump measurements, and/or by introducing a coupling of the
diffusion with auxiliary stochastic processes, to move away from
models with Gaussian responses. The analysis could be completed by
aspects of approximations, and the analysis of specific numerical
schemes. A continuation of the work in PhD is strongly encouraged, in
the continuity of this topic (funding acquired). COMPÉTENCES EXPECTED
PROFILE : 3rd year master student in mathematics, (French Master 2)
with a background in stochastic analysis. Stochastic modeling and
numerical probability will be also appreciate. AVANTAGES * Subsidized
meals * Partial reimbursement of public transport costs * Leave: 7
weeks of annual leave + 10 extra days off due to RTT (statutory
reduction in working hours) + possibility of exceptional leave (sick
children, moving home, etc.) * Possibility of teleworking (after 6
months of employment) and flexible organization of working hours *
Professional equipment available (videoconferencing, loan of computer
equipment, etc.) * Social, cultural and sports events and activities *
Access to vocational training * Social security coverage