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<raweb xml:lang="en" year="2011">
  <identification id="gamma3" isproject="true">
    <shortname>GAMMA3</shortname>
    <projectName>Automatic mesh generation and advanced methods</projectName>
    <theme-de-recherche>Computational models and simulation</theme-de-recherche>
    <domaine-de-recherche>Applied Mathematics, Computation and Simulation</domaine-de-recherche>
    <structure_exterieure type="Organism">
      <libelle>Université de Technologie de Troyes</libelle>
    </structure_exterieure>
    <UR name="Rocquencourt"/>
    <keywords>
      <term>Geometry Modeling</term>
    </keywords>
    <moreinfo/>
  </identification>
  <team id="uid1">
    <person key="gamma-2006-idm166896309024">
      <firstname>Paul Louis</firstname>
      <lastname>George</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Chercheur</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Team leader, responsable scientifique, Senior Researcher</moreinfo>
    </person>
    <person key="gamma-2006-idm166896305728">
      <firstname>Patrick</firstname>
      <lastname>Laug</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Chercheur</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Responsable permanent, Senior Researcher</moreinfo>
      <hdr>oui</hdr>
    </person>
    <person key="gamma-2006-idm166896298752">
      <firstname>Frédéric</firstname>
      <lastname>Alauzet</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Chercheur</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Junior Researcher</moreinfo>
    </person>
    <person key="gamma-2006-idm166896260848">
      <firstname>Adrien</firstname>
      <lastname>Loseille</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Chercheur</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Junior Researcher</moreinfo>
    </person>
    <person key="gamma-2006-idm166896289024">
      <firstname>Houman</firstname>
      <lastname>Borouchaki</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>Enseignant</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Professeur, Université de Technologie de Troyes</moreinfo>
      <hdr>oui</hdr>
    </person>
    <person key="gamma3-2010-idm137762656112">
      <firstname>Abel</firstname>
      <lastname>Cherouat</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>Enseignant</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Professeur, Université de Technologie de Troyes</moreinfo>
      <hdr>oui</hdr>
    </person>
    <person key="gamma3-2010-idm137762652592">
      <firstname>Dominique</firstname>
      <lastname>Barchiesi</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>Enseignant</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Professeur, Université de Technologie de Troyes</moreinfo>
      <hdr>oui</hdr>
    </person>
    <person key="gamma3-2010-idm137762649072">
      <firstname>Thomas</firstname>
      <lastname>Grosges</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>Enseignant</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Maître de conférences, Université de Technologie de Troyes</moreinfo>
      <hdr>oui</hdr>
    </person>
    <person key="gamma3-2010-idm137762645536">
      <firstname>Laurence</firstname>
      <lastname>Moreau</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>Enseignant</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Maître de conférences, Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2013-idp140618095205056">
      <firstname>Dominique</firstname>
      <lastname>Moreau</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>Technique</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Ingénieur Expert, Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="reo-2008-idm422824287216">
      <firstname>Julien</firstname>
      <lastname>Castelneau</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Technique</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Ingénieur Expert</moreinfo>
    </person>
    <person key="bang-2006-idm329393014272">
      <firstname>Maryse</firstname>
      <lastname>Desnous</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Assistant</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>TR (en commun avec Macs, Bang et Reo)</moreinfo>
    </person>
    <person key="gamma-2006-idm166896279824">
      <firstname>Loïc</firstname>
      <lastname>Maréchal</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>Technique</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Ingénieur Expert</moreinfo>
    </person>
    <person key="lande-2006-idm546825694176">
      <firstname>Guillaume</firstname>
      <lastname>Dufay</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762626896">
      <firstname>Rémi</firstname>
      <lastname>Figueredo</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2011-idm428838931600">
      <firstname>Mickael</firstname>
      <lastname>FranÃ§ois</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762620704">
      <firstname>Florent</firstname>
      <lastname>Ilczyszn</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762617616">
      <firstname>Sameh</firstname>
      <lastname>Kessentini</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762614528">
      <firstname>Estelle</firstname>
      <lastname>Mbinky</lastname>
      <affiliation>INRIA</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université Paris 6</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762605312">
      <firstname>Longmin</firstname>
      <lastname>Ran</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762602240">
      <firstname>Faouzi</firstname>
      <lastname>Slimani</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762599152">
      <firstname>Rémi</firstname>
      <lastname>Slysz</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762596064">
      <firstname>Brahim</firstname>
      <lastname>Yahiaoui</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
    <person key="gamma3-2010-idm137762592976">
      <firstname>Jie</firstname>
      <lastname>Zhang</lastname>
      <affiliation>UnivFr</affiliation>
      <categoryPro>PhD</categoryPro>
      <research-centre>Rocquencourt</research-centre>
      <moreinfo>Université de Technologie de Troyes</moreinfo>
    </person>
  </team>
  <presentation id="uid2">
    <bodyTitle>Overall Objectives</bodyTitle>
    <subsection id="uid3" level="1">
      <bodyTitle>Introduction</bodyTitle>
      <p>Une branche importante des sciences de l'ingénieur s'intéresse aux calculs des solutions d'équations aux dérivées partielles très variées (en mécanique du solide, en mécanique des fluides,
      en modélisation de problèmes thermiques, ...) par la méthode des éléments ou des volumes finis. Ces méthodes utilisent comme support spatial des calculs un maillage du domaine sur lequel les
      équations sont formulées. Par suite, les algorithmes (de construction) de maillages occupent un rôle important dans toute simulation par la méthode des éléments ou des volumes finis d'un
      problème modélisé en équations aux dérivées partielles. En particulier, la précision, voire la validité, des solutions calculées est liée aux propriétés du maillage utilisé  
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid0" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
      <p>L'équipe-projet 
      <span class="smallcap" align="left">Gamma3</span>a été créé en 2010 à la suite du projet 
      <span class="smallcap" align="left">Gamma</span>. L'équipe est bilocalisée avec une partie à l'UTT (Troyes) et l'autre à Rocquencourt. Les thèmes du projet regroupent un ensemble d'activités
      concernant les points indiqués ci-dessus, en particulier, l'aspect génération automatique de maillages afin de construire les supports utilisés par les méthodes d'éléments ou de volumes finis.
      Sont également étudiés les aspects de modélisation géométrique, de post-traitement et de visualisation des résultats issus de tels calculs  
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid1" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
      <p>L'évolution de la demande en termes de génération automatique de maillages implique une évolution des méthodes classiques de création de maillages vers des méthodes permettant de construire
      des maillages contrôlés. Les maillages doivent donc être soit isotropes, le contrôle portant sur des tailles souhaitées, soit anisotropes, le contrôle portant à la fois sur des directions et
      des tailles selon ces dernières.</p>
      <p>Le développement d'algorithmes de maillages gouvernés sert de support naturel à la conception de boucles de maillages adaptatifs qui, via un estimateur d'erreurs 
      <i>a posteriori</i>, permettent de contrôler la qualité des solutions.</p>
      <p>Ces préoccupations amènent à considérer le problème du maillage des domaines de calculs en eux-mêmes tout comme celui du maillage ou du remaillage des courbes et surfaces, frontières de ces
      domaines.</p>
      <p>La taille, en termes de nombre de nœuds, des maillages nécessaires pour certaines simulations, amène à travailler sur la parallélisation des processus de calculs. Cette problématique conduit
      également à s'intéresser à l'aspect multi-cœurs au niveau des algorithmes de maillages proprement dits.</p>
      <p>Simultanément, le volume des résultats obtenus dans de telles simulations, nécessite d'envisager le post-traitement de ces résultats en parallèle ou par des méthodes appropriées.</p>
      <p>Par ailleurs, de nombreux problèmes partent de saisies 
      <i>scanner</i>(ou autre système discret) des géométries à traiter et demandent d'en déduire des maillages de surfaces aptes à être, par la suite, traités par les méthodes classiques (de
      remaillage, d'optimisation, de calculs).</p>
      <p>Enfin, la maturité de certaines méthodes (victimes de leur succès) conduit les utilisateurs à demander plus et à considérer des problèmes de maillage ou des conditions d'utilisations
      extrêmes induisant des algorithmes 
      <i>a priori</i>inattendus.</p>
      <p>Les objectifs du projet 
      <span class="smallcap" align="left">Gamma3</span>consistent à étudier l'ensemble des points mentionnés ci-dessus afin de rendre automatique le calcul de la solution d'un problème donné avec une
      précision imposée au départ. Par ailleurs, certaines des techniques utilisées dans les problématiques de maillage sont utilisables dans d'autres disciplines (compression d'images pour ne citer
      qu'un seul exemple).</p>
    </subsection>
  </presentation>
  <resultats id="uid4">
    <bodyTitle>New Results</bodyTitle>
    <subsection id="uid5" level="1">
      <bodyTitle>3D matrix-free 
      <formula type="inline"><math xmlns="http://www.w3.org/1998/Math/MathML" overflow="scroll"><msup><mi>𝐏</mi><mn>1</mn></msup></math></formula>-exact conservative interpolation</bodyTitle>
      <p><b>Participants</b>: F. Alauzet [correspondant]</p>
      <p noindent="true">The interpolation stage is a crucial step for time-dependent mesh adaptive simulations. Indeed, if the accuracy of the solution is spoiled during this stage then it is lost
      for ever. In the past, we have demonstrated the superiority of conservative interpolation for 2D compressible flow simulations. Here, we develop the 3D extension of the method on tetrahedral
      meshes. The same conclusion arose. The main difficulty was to design a fast, accurate and robust mesh intersection algorithm.</p>
    </subsection>
    <subsection id="uid6" level="1">
      <bodyTitle>A changing-topology ALE numerical scheme</bodyTitle>
      <p><b>Participants</b>: F. Alauzet [correspondant] and G. Olivier</p>
      <p noindent="true">The main difficulty arising in numerical simulations with moving geometries is to handle the displacement of the domain boundaries, 
      <i>i.e.,</i>the moving bodies. Only vertices displacement is not sufficient to achieve complex movement such as shear. We proved that the use of edge swapping allows us to achieve such complex
      displacement. We therefore developed an ALE formulation of this topological mesh modification to preserve the solver accuracy and convergence order 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid2" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid7" level="1">
      <bodyTitle>Advanced boundary layer meshing</bodyTitle>
      <p><b>Participants</b>: F. Alauzet [correspondant], J. Castelneau, L. Marechal, D. Marcum and A. Loseille</p>
      <p noindent="true">We design a new method to generate structured boundary layer meshes which are mandatory to accurately compute compressible flows a high Reynolds number (several millions). It
      couple the specification of the optimal boundary layer from the geometry boundary and moving mesh techniques to extrude the boundary layer in an already existing mesh. The main advantage of
      this approach is its robustness, 
      <i>i.e.,</i>at each step of the algorithm we have always a valid mesh.</p>
    </subsection>
    <subsection id="uid8" level="1">
      <bodyTitle>Applications du maillage à la cryptographie</bodyTitle>
      <p><b>Participants</b>: T. Grosges [correspondant], D. Barchiesi, Michael François</p>
      <p noindent="true">Développement de nouveaux procédés de génération de clés de chiffrement, dits “exotiques”, basé sur des processus physiques, multi-échelles, multi-domaines assurant un niveau
      élevé de sécurité. Application du maillage adaptatif au calcul du couplage lumière-matériaux avec contrôle d'erreur. Application du maillage avec estimateur d'erreur sur l'entropie du système.
      Etude (locale) de la réduction d'entropie des clés tout au long de la chaîne de création et étude (globale) de l'entropie de l'espace des clés générées, à partir de tests statistiques.</p>
    </subsection>
    <subsection id="uid9" level="1">
      <bodyTitle>Applications du maillage à l'électromagnétisme et modélisation multi-physiques</bodyTitle>
      <p><b>Participants</b>: D. Barchiesi [correspondant], T. Grosges, Houman Borouchaki, Laurence Giraud-Moreau, Sameh Kessentini, Anis Chaari</p>
      <p noindent="true">Développement de modèles et méthodes numériques en spectroscopie et électromagnétisme. Optimisation et adaptation aux études de l'interaction lumière-matière aux échelles
      nano-micro-macro. Applications des maillages adaptifs et optimisés avec estimateur d'erreur sur le champ physique (intensite électrique et/ou magnétique). Etudes des couplages multi-phyisque
      (électro-thermique dans les nano-mesostructures, et dans les tissus biologiques).</p>
    </subsection>
    <subsection id="uid10" level="1">
      <bodyTitle>Automatic decomposition of discretized surfaces for parallel processing</bodyTitle>
      <p><b>Participants</b>: S.H. Lo, H. Borouchaki [correspondant], P. Laug</p>
      <p noindent="true">Free-form surfaces and industrial surface forms could nowadays be conveniently generated efficiently by laser-based digitizing techniques or from a CAD graphics system.
      Automatic algorithms are imperative to decompose complex triangulated objects consisting of thousands to millions of nodal points into simpler surface parts for parameterization and parallel
      processing. Non-manifold complicated discretized objects will be handled and simple closed or open surface parts (manifolds) are retrieved by means of pure topological considerations. Each of
      the simple surface part, which is topologically equivalent to an open surface, a sphere or a torus will be decomposed by entirely topological operations into n equal pieces based on a specified
      geometrical criterion such as surface area, Gaussian curvatures or magnitudes of dihedral angles, etc. Cut planes could be conveniently defined normal to the axes of inertia of the object to be
      decomposed. The cut plane which produces surface parts which best respect the given criterion will be chosen, and the two bisected surfaces will be made as equal as possible by means of some
      general balancing mechanisms. This procedure could be repeated as often as necessary until sub-surface parts satisfying the given criterion are obtained. Each piece of the decomposed surfaces
      having an intact topological boundary can then be processed independently in parallel, and all the pieces could be put back together to recover the original object or partially to represent a
      certain portion of the object 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid3" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid11" level="1">
      <bodyTitle>Construction de maillages de degré 2 – Triangle et tétraèdre P2</bodyTitle>
      <p><b>Participants</b>: P.L. George [correspondant], H. Borouchaki, P. Laug</p>
      <p noindent="true">There is a need for finite elements of degree 2 or more to solve various P.D.E. problems. This study discusses a method to construct such meshes in the case of triangular
      element (in the plane or for a surface) or tetrahedral element (in the volume case), restricting at degree 2. This first part considers the planar case and, to begin with, returns to Bézier
      curves and Bézier triangles of degree 2. In the case of triangles, the relation with Lagrange P2 finite element is shown. Validity conditions are discussed and some invalid elements are shown
      while proposing a method to correct them. A construction method is then proposed 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid4" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid12" level="1">
      <bodyTitle>Continuous and Discrete Adjoints to the Euler Equations for Fluids</bodyTitle>
      <p><b>Participants</b>: F. Alauzet [correspondant] and O. Pironneau</p>
      <p noindent="true">Adjoints are used in optimization to speed-up computations, simplify optimality conditions or compute sensitivities. Because time is reversed in adjoint equations with first
      order time derivatives, boundary conditions and transmission conditions through shocks can be difficult to understand. In this work, we analyzed the adjoint equations that arise in the context
      of compressible flows governed by the Euler equations of fluid dynamics. We showed that the continuous adjoints and the discrete adjoints computed by automatic differentiation agree
      numerically; in particular the adjoint is found to be continuous at the shocks and usually discontinuous at contact discontinuities by both 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid5" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid13" level="1">
      <bodyTitle>Goal-oriented anisotropic mesh adaptation for unsteady problems</bodyTitle>
      <p><b>Participants</b>: F. Alauzet [correspondant], A. Belme and A. Dervieux</p>
      <p noindent="true">We have extended our previous work on goal-oriented mesh adaptation to time dependent simulations. This requires to set up a global fixed point algorithm in which state and
      adjoint variables problems are solved. The adjoint problem is solved backward in time 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid6" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid14" level="1">
      <bodyTitle>Hessian recovery techniques on isotropic and anisotropic meshes</bodyTitle>
      <p><b>Participants</b>: M. Picasso, F. Alauzet [correspondant], H. Borouchaki and P.-L. George</p>
      <p noindent="true">Mesh adaptation required the use of second order derivatives, 
      <i>i.e.,</i>the Hessian. For second order numerical scheme, the provided numerical solution is only piecewise linear. Consequently, numerical methods are considered to recover second order
      derivatives, the famous recovery techniques. In this work, we have investigated several methods. Numerical results on 2D and 3D isotropic and anisotropic meshes indicate that the quality of the
      results is strongly linked to the mesh topology and that no convergence can be insured in general 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid7" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid15" level="1">
      <bodyTitle>High Quality Geometric Meshing of CAD Surfaces</bodyTitle>
      <p><b>Participants</b>: P. Laug [correspondant], H. Borouchaki</p>
      <p noindent="true">We propose a general scheme of an indirect approach for generating isotropic and anisotropic geometric meshes of a surface constituted by a conformal assembly of parametric
      patches, based on the concept of metric. The different steps of the scheme are considered and, in particular, the definition of the geometric metric at each point of the surface (internal to a
      patch, belonging to an interface or boundary curve, or extremity of such a curve) as well as its corresponding induced metric in parametric domains.</p>
      <p>Isotropic or anisotropic geometric metrics can locally produce significant size variations (internal to a patch or across interface curves) and can even be discontinuous across the interface
      curves. The larger the rate of the mesh size variation, the worse is the shape quality of the resulting mesh. To control this size variation, various methodologies based on metric reduction
      have been proposed in the case of a continuous isotropic metric. We introduce a novel iterative mesh gradation approach for discontinuous metrics. The approach uses a particular metric
      reduction procedure in order to ensure the convergence of the gradation process. In particular, we show that in the worst case the anisotropic discontinuous geometric metric map is reduced to
      an isotropic continuous geometric metric map for which the gradation is controlled 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid8" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid16" level="1">
      <bodyTitle>Linéarisation et maillage des surfaces paramétrées</bodyTitle>
      <p><b>Participants</b>: P. Laug, H. Borouchaki [correspondant], E. Renaut</p>
      <p noindent="true">Nous proposons une méthodologie pour simplifier la paramétrisation des surfaces composées de carreaux paramètrés issues généralement des environnements CAO (conception
      assistée par ordinateur). Cette nouvelle paramétrisation est définie via la construction d'une triangulation adaptative appelée support pour chaque carreau. L'adaptation est gouvernée par le
      contrôle de l'écart entre la paramétrisation initiale et celle issue de la triangulation support. Ce support est utilisé pour générer les maillages de ces surfaces selon une approche indirecte,
      dans laquelle le maillage est généré via les domaines des paramètres. Le support permet de déconnecter le mailleur du système CAO, et en ce sens constitue un outil universel pour le maillage de
      telles surfaces 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid9" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid17" level="1">
      <bodyTitle>Mesh adaptation for very high-order numerical scheme</bodyTitle>
      <p><b>Participants</b>: F. Alauzet, A. Loseille [correspondant] and E. Mbinky</p>
      <p noindent="true">In the past, we have demonstrate that multi-scale anisotropic mesh adaptation is a powerful tool to accurately simulate compressible flow problem and to obtain faster
      convergence to continuous solutions. But, this was limited to second order numerical scheme. Nowadays, numerous teams are working on the development of very high-order numerical scheme (e.g. of
      third or greater order): Discontinous Galerkin, Residual Distribution scheme, Spectral method, ...</p>
      <p>This work extend interpolation error estimates to higher order numerical solution representation. We have examined the case of third-order accuracy. The first step is to reduce the
      tri-linear form given by the third order error term into a quadratic form based on the third order derivative. From this local error model, the optimal mesh is exhibited thanks to the
      continuous mesh framework.</p>
    </subsection>
    <subsection id="uid18" level="1">
      <bodyTitle>Méthodes de remaillages adaptatifs pour le formage incrémental de tôles minces</bodyTitle>
      <p><b>Participants</b>: L. Moreau [correspondant], A. Cherouat, H. Borouchaki</p>
      <p noindent="true">Développement d'une méthode de remaillage adaptatif surfacique 3D permettant de raffiner de déraffiner le maillage localement autour de l'outil sphérique au cours des
      simulations numériques de formage incrémental.</p>
    </subsection>
    <subsection id="uid19" level="1">
      <bodyTitle>Méthodes de remaillages adaptatifs surfacique dans le cadre des simulations numériques d'emboutissage de structure minces</bodyTitle>
      <p><b>Participants</b>: L. Moreau [correspondant], A. Cherouat, H. Borouchaki</p>
      <p noindent="true">Développement de méthodes de remaillage adaptatif surfacique 3D, développement de méthodes d'interpolation et transfert des champs, interfaa̧ge avec le code EF Abaqus et
      application sur des exemples concrets de mise en forme de structure métalliques et composites.</p>
    </subsection>
    <subsection id="uid20" level="1">
      <bodyTitle>Multi-scale anisotropic mesh adaptation for unsteady problems</bodyTitle>
      <p><b>Participants</b>: F. Alauzet [correspondant] and G. Olivier</p>
      <p noindent="true">We focused on the extension of the multi-scale anisotropic mesh adaptation to unsteady flows. It leads to the development of a global fixed point mesh adaptation algorithm
      and space-time error estimates. Moreover, the mesh adaptation methodology has been extended to the case of moving meshes simulations 
      <ref xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#gamma3-2011-bid10" location="biblio" xlink:type="simple" xlink:show="replace" xlink:actuate="onRequest"/>.</p>
    </subsection>
    <subsection id="uid21" level="1">
      <bodyTitle>Parallel CAD surface meshing</bodyTitle>
      <p><b>Participants</b>: P. Laug, H. Borouchaki [correspondant]</p>
      <p noindent="true">A wide range of surfaces can be defined by means of composite parametric surfaces as is the case for most CAD modelers. There are, essentially, two approaches to meshing
      parametric surfaces: direct and indirect. Popular direct methods include the octree-based method, the advancing-front-based method and the paving-based method working directly in the
      tridimensional space. The indirect approach consists in meshing the parametric domain and mapping the resulting mesh onto the surface. Using the latter approach, we have proposed a general
      meshing scheme which consists in discretizing each interface curve and meshing each parametric domain according to the above boundary discretizations. Complex surfaces such as a car engine or a
      complete aircraft are composed of thousands of patches, and meshing these surfaces using the above sequential scheme can be inefficient. We propose a parallel version of the general meshing
      scheme while naturally balancing the load to each processor.</p>
    </subsection>
    <subsection id="uid22" level="1">
      <bodyTitle>Quelques avancées dans les algorithmes de maillages tétraédriques</bodyTitle>
      <p><b>Participants</b>: H. Borouchaki, P.-L. George [correspondant], L. Marechal</p>
      <p noindent="true">Le comportement en complexité des algorithmes de triangulation sur les "gros” maillage nous amène à utiliser les algorithmes de renumérotation de type Hilbert qui minimise
      les défauts de cache. Cette technique est également utilisée comme aide à l'optimisation des "gros" maillages. L'algorithme de renumérotation est multi-cœurs.</p>
      <p>Des triangulations de plusieurs dizaines de millions de sommets sont construites en utilisant un "simple" ordinateur. La vitesse d'insertion trole le million de tétraèdre à la seconde.</p>
    </subsection>
    <subsection id="uid23" level="1">
      <bodyTitle>Reconstruction de surface 3D à partir d'images numériques 2D</bodyTitle>
      <p><b>Participants</b>: L. Moreau [correspondant], H. Borouchaki, A. Cherouat</p>
      <p noindent="true">Mise au point d'une méthode d'acquisition de la morphologie du buste féminin, développement d?algorithmes de reconstruction de surface 3D d'un buste féminin à partir de
      photos numériques dans l'objectif de modéliser le comportement du sein en modes statiques et dynamiques.</p>
    </subsection>
    <subsection id="uid24" level="1">
      <bodyTitle>Validité des éléments finis usuels</bodyTitle>
      <p><b>Participants</b>: H. Borouchaki, P.-L. George [correspondant], P. Laug, L. Marechal</p>
      <p noindent="true">On étudie les conditions assurant la validité géométrique des élémenst finis usuels de degré 1 et 2. La formulation éléments finis mne conduisant pas toujours à une
      conclusion simple, on formule les éléments finis sous leur forme de Bézier. Ceci conduit à exhiber des conditions suffisantes (parfois nécessaires et suffisantes) de validité des éléments,
      c'est-à-dire de la positivité de leur jacobien. Pour les éléments de degré 2, on donne l'interprétion géométrique de ces conditions. Les éléments étudiés sont le triangle à 3 nœuds, le triangle
      à 6 nœuds, le quadrilatère à 4 nœuds et les quadrilatère à 8 et 9 nœuds, le tétraèdre à 4 n|ouuds et le tétraèdre à 10 nœuds puis les hexaèdres à 8, 27 et 20 nœuds.</p>
      <p>Le cas du simplexe de dimension quelconque et de degré quelconque est traité.</p>
      <p>Quelques remarques sur les maillages de surface de degré 2 indiquent quelques pistes à suivre ou à éviter lors de la construction de tels éléments.</p>
    </subsection>
    <subsection id="uid25" level="1">
      <bodyTitle>Visualisation et modification des maillages courbes d'ordre élevé</bodyTitle>
      <p><b>Participants</b>: J. Castelneau, A. Loseille [correspondant], L. Maréchal</p>
      <p noindent="true">Dans le cadre du projet ILab, des nouveaux algorithmes de visualisation et de modifications interactives des maillages courbes et hybrides ont été développés. En effet, une
      des principales difficultés dans la génération de maillages courbes reste la visualisation. Il est également nécessaire de disposer d'algorithmes de corrections interactifs car les maillages de
      surfaces initiaux (de degré 2) sont pour la plupart faux.</p>
    </subsection>
  </resultats>
  <contrats id="uid26">
    <bodyTitle>Contracts and Grants with Industry</bodyTitle>
    <subsection id="uid27" level="1">
      <bodyTitle>Contracts with Industry</bodyTitle>
      <simplelist>
        <li id="uid28">
          <p noindent="true">ANDRA, projet 1, Maillage adaptatif hexaédrique appliqué à  une alvéole de stockage, D. Moreau et H. Borouchaki, 24 k-euros, 01/06/2010 - 31/05/2011.</p>
        </li>
        <li id="uid29">
          <p noindent="true">ANDRA, projet 2, Maillage adaptatif hexaédrique du milieu géologique multicouche avec prise en compte des ouvrages de stockage et des évolutions géodynamiques, P. Laug et
          H. Borouchaki, 48 k-euros, 12/07/2011 - 12/09/2012.</p>
        </li>
        <li id="uid30">
          <p noindent="true">DASSAULT AVIATION, Maillage surfacique et topologie, P. Laug et H. Borouchaki, 33 k-euros, 01/01/2010 - 31/12/2012.</p>
        </li>
        <li id="uid31">
          <p noindent="true">LECTRA, Redéfinition des domaines de paramètres, P. Laug et H. Borouchaki, 6 k-euros, 20/09/2011 - 19/09/2012.</p>
        </li>
      </simplelist>
    </subsection>
    <subsection id="uid32" level="1">
      <bodyTitle>Grants with Industry</bodyTitle>
      <simplelist>
        <li id="uid33">
          <p noindent="true">Fondation EADS Grant, F. Alauzet, 150 k-euros, 2012-2015</p>
        </li>
        <li id="uid34">
          <p noindent="true">Fondation EADS Grant, A. Loseille, 140 k-euros, 2012-2015</p>
        </li>
      </simplelist>
    </subsection>
  </contrats>
  <international id="uid35">
    <bodyTitle>Partnerships and Cooperations</bodyTitle>
    <subsection id="uid36" level="1">
      <bodyTitle>Regional Initiatives</bodyTitle>
      <simplelist>
        <li id="uid37">
          <p noindent="true">Contrats de Projet Etat-Région Champagne-Ardennes CPER " BRAMMS : Buste-Reconstruction 3D, Acquisition de la morphologie, Modélisation et Simulation du comportement au
          porter" Mise au point d'une méthode d'acquisition de la morphologie du buste féminin, développement d'algorithmes de reconstruction de surface 3D d'un buste féminin à partir de photos
          numériques dans l'objectif de modéliser le comportement du sein en modes statiques et dynamiques</p>
        </li>
      </simplelist>
    </subsection>
    <subsection id="uid38" level="1">
      <bodyTitle>National Initiatives</bodyTitle>
      <simplelist>
        <li id="uid39">
          <p noindent="true">Projet ANR-2011-NANO-008: NANOMORPH: `Nanomorphologie des nanotubes/fils en suspension liquide”</p>
          <p noindent="true"><b>Participants</b>: Thomas Grosges [correspondant], Dominique Barchiesi</p>
          <p noindent="true">Le projet NANOMORPH a pour objet principal le développement et la mise au point d'une d'une instrumentation optique pour déterminer, la distribution en tailles et le
          coefficient de forme de suspensions de nanofils (NF) ou de nanotubes (NT) en écoulement. Au cours de ce projet, deux types de techniques optiques complémentaires seront développées. La
          première, basée sur la diffusion statique de la lumière, nécessite d'étudier au préalable la physico-chimie de la dispersion, la stabilisation et l'orientation des nanofils dans les milieux
          d'étude. La seconde méthode, basée sur une méthode opto-photothermique pulsée, nécessite en sus, la modélisation de l'interaction laser/nanofils, ainsi que des phénomènes multiphysiques
          induits par ce processus. L'implication de l'équipe-projet GAMMA3 concerne principalement la simulation multiphysique de l'interaction laser-nanofils et l'évolution temporelle des bulles et
          leurs formations. L'une des principales difficultés de ces problématiques est que la géométrie du domaine est variable (à  la fois au sens géométrique et topologique). Ces simulations
          ne peuvent donc à être réalisées que dans un schéma adaptatif de calcul nécessitant le remaillage tridimensionnel mobile, déformable avec topologie variable du domaine (formation et
          évolution des bulles).</p>
        </li>
        <li id="uid40">
          <p noindent="true">Distène ILab.</p>
        </li>
      </simplelist>
    </subsection>
    <subsection id="uid41" level="1">
      <bodyTitle>Partnerships and cooperations</bodyTitle>
      <simplelist>
        <li id="uid42">
          <p noindent="true">Université de Technologie de Troyes, maillages pour des problèmes de mécanique du solide et d'électromagnétisme.</p>
        </li>
        <li id="uid43">
          <p noindent="true">CEA Le Ripault, maillages multidomaines déformables, logiciel BL2D-ABAQ.</p>
        </li>
        <li id="uid44">
          <p noindent="true">BRGM (Orléans),</p>
        </li>
        <li id="uid45">
          <p noindent="true">CEREGE (Aix-en-Provence),</p>
        </li>
        <li id="uid46">
          <p noindent="true">CORIA (Rouen),</p>
        </li>
        <li id="uid47">
          <p noindent="true">IUSTI (Marseilles),</p>
        </li>
        <li id="uid48">
          <p noindent="true">UCL (Louvain-la-Neuve, Belgique),</p>
        </li>
        <li id="uid49">
          <p noindent="true">SPBAT(Paris XIII),</p>
        </li>
        <li id="uid50">
          <p noindent="true">Centro de Fisica de Materiales (CSIC) - Spain</p>
        </li>
        <li id="uid51">
          <p noindent="true">INSERM U698 - France,</p>
        </li>
        <li id="uid52">
          <p noindent="true">University of Heidelberg - Germany,</p>
        </li>
        <li id="uid53">
          <p noindent="true">Consiglio Nazionale delle Riceche (CNR IPCF) - Italy,</p>
        </li>
        <li id="uid54">
          <p noindent="true">Ben Gurion University - Israel,</p>
        </li>
        <li id="uid55">
          <p noindent="true">Centro de Investigacion Cooperativa NanoGUNE - Spain,</p>
        </li>
        <li id="uid56">
          <p noindent="true">Instituto Italiano di Technologia - Italy,</p>
        </li>
        <li id="uid57">
          <p noindent="true">Horiba Jobin Yvon - France</p>
        </li>
        <li id="uid58">
          <p noindent="true">Centro de Investigacion Cooperativa en Biomateriales BiomaGUNE - Spain,</p>
        </li>
        <li id="uid59">
          <p noindent="true">Technoclone - Austria.</p>
        </li>
        <li id="uid60">
          <p noindent="true">Projet Tropics INRIA Sophia-Antipolis (Error estmates, flow solver)</p>
        </li>
        <li id="uid61">
          <p noindent="true">Mississippi State University, USA (Boundary layer meshing)</p>
        </li>
        <li id="uid62">
          <p noindent="true">EPFL, Switzerland (Study of Hessian recovery)</p>
        </li>
        <li id="uid63">
          <p noindent="true">CFD Center, George Mason University, USA</p>
        </li>
      </simplelist>
    </subsection>
    <subsection id="uid64" level="1">
      <bodyTitle>European Initiatives</bodyTitle>
      <simplelist>
        <li id="uid65">
          <p noindent="true">Projet Européen : FP7 - Health-F5-2009-241818 : NANOANTENNA</p>
          <p noindent="true"><b>Participants</b>: Dominique Barchiesi [correspondant], Thomas Grosges, Sameh Kensentini</p>
          <p noindent="true">Développement d'un biocapteur in vitro, ultra sensible et sélectif destiné à la détection de protéines impliquées dans les premières phases du développement de maladies.
          Modélisation et optimisation numériques du dispositif (taille, forme, couplage électromagnétique-matériaux).</p>
        </li>
      </simplelist>
    </subsection>
    <subsection id="uid66" level="1">
      <bodyTitle>International Initiatives</bodyTitle>
      <subsection id="uid67" level="2">
        <bodyTitle>Visits of International Scientists</bodyTitle>
        <simplelist>
          <li id="uid68">
            <p noindent="true">D. Marcum: Mississippi State University, USA, June-July 2011</p>
          </li>
        </simplelist>
      </subsection>
    </subsection>
    <subsection id="uid69" level="1">
      <bodyTitle>Internship</bodyTitle>
      <simplelist>
        <li id="uid70">
          <p noindent="true">Nicolas Barral : Improvement of the numerical convergence of MEV numerical scheme and study CFL lax for implicit time integration algorithm.</p>
        </li>
        <li id="uid71">
          <p noindent="true">Yossel Hollocou: Partitionnement de surfaces triangulées.</p>
        </li>
      </simplelist>
    </subsection>
  </international>
  <diffusion id="uid72">
    <bodyTitle>Dissemination</bodyTitle>
    <subsection id="uid73" level="1">
      <bodyTitle>Teaching</bodyTitle>
      <sanspuceslist>
        <li id="uid74">
          <p noindent="true">Master : F. Alauzet: Simulation numérique en géométries complexes, niveau M1, École Centrale Paris</p>
        </li>
        <li id="uid75">
          <p noindent="true">Master : P. Laug : CAO et maillage, 35 heures, niveau M2, UPEC (Université Paris-Est Créteil), France</p>
        </li>
      </sanspuceslist>
    </subsection>
  </diffusion>
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