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An Arbitrary Lagrangian-Eulerian strategy to solve compressible fluid flows

09 Mar 2009-
TL;DR: This paper proposes some schemes for each step of the computation of bi-dimensional compressible fluid dynamics written in Lagrangian frame and proposes also a local way to impose a discrete maximum principle for arbitrary second order limiter (or high order method) without any repair process.
Abstract: In this paper, we consider an Arbitrary Lagrangian Eulerian (ALE) alternative to the computation of bi-dimensional compressible fluid dynamics written in Lagrangian frame. In this formulation, the conservation laws are solved on a mesh moving at the speed of the flow. In the context of multi-material flows, this Lagrangian description allows the exact preservation of the interface between different species. Originally, Lagrangian schemes considered a staggered discretization of unknowns (density, velocity, energy), the velocity is located at nodes and density, pressure are cell centered. Recently, new schemes have been designed as a full centered version . These two schemes can be seen as an extension of Godunov scheme to fully multi-dimensional flux (at nodes). Each one verifies a local discrete vertex centered entropy inequality. Despite all efforts to obtain robust simulations for Inertial Confinement Fusion (ICF) computations, nowadays, the pure Lagrangian frame mode does not ensure a good cell quality during the calculation: for example non convex cell and/or tangled cell may appear. A commonly used alternative is to consider an ALE formulation. A pure Lagrangian phase is followed by a two step process: the rezoning of the Lagrangian mesh followed by a remapping step. The aim of this paper is to propose some schemes for each step. In the first one, we will introduce a strategy that controls the quality of the rezoned mesh for arbitrary polygonal conformal mesh under the constraint of being close to the Lagrangian grid. For the second one, we propose an extension of swept volume based remapping method. We propose also a local way to impose a discrete maximum principle (local bound preservation) for arbitrary second order limiter (or high order method) without any repair process.
Citations
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Journal ArticleDOI
TL;DR: A new cell-centered multi-material arbitrary Lagrangian-Eulerian (ALE) scheme to solve the compressible gas dynamics equations on two-dimensional unstructured grid and the corresponding numerical results provide a clear evidence of the robustness and the accuracy of this new scheme.

179 citations


Cites methods from "An Arbitrary Lagrangian-Eulerian st..."

  • ...ALE methods have been used for several decades to face successfully the difficulties inherent to the simulation of multi-material fluid flows with large distortions [3, 5, 41, 22, 8, 14, 37, 12]....

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Journal ArticleDOI
TL;DR: A new hybrid conservative remapping algorithm for multimaterial Arbitrary Lagrangian-Eulerian (ALE) methods that results in computational expense that lies between swept-region and intersection-based remapping.

85 citations


Additional excerpts

  • ...An alternative remapping approach is presented in [21,22], It can be considered an intermediate between intersectionbased and swept-region-based methods....

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Journal ArticleDOI
TL;DR: A new flux-based one-step hybrid remapping method for multi-material arbitrary Lagrangian-Eulerian (ALE) approach is introduced, which is conservative, second-order accurate and linearity-preserving, and faster than method based on intersections.

58 citations

Journal ArticleDOI
TL;DR: A new family of efficient high order accurate direct Arbitrary-Lagrangian-Eulerian (ALE) one-step ADER-MOOD finite volume schemes for the solution of nonlinear hyperbolic systems of conservation laws for moving unstructured triangular and tetrahedral meshes is presented.

56 citations

Journal ArticleDOI
Sheng Shen1, Tianqing Zhu1, Di Wu1, Wei Wang1, Wanlei Zhou1 
TL;DR: In this paper, the authors present a survey on the landscape and latest developments in data privacy and security for federated learning, including differential privacy, secure multi-party computation and secure aggregation.
Abstract: Federated learning is an improved version of distributed machine learning that further offloads operations which would usually be performed by a central server. The server becomes more like an assistant coordinating clients to work together rather than micro-managing the workforce as in traditional DML. One of the greatest advantages of federated learning is the additional privacy and security guarantees it affords. Federated learning architecture relies on smart devices, such as smartphones and IoT sensors, that collect and process their own data, so sensitive information never has to leave the client device. Rather, clients train a sub-model locally and send an encrypted update to the central server for aggregation into the global model. These strong privacy guarantees make federated learning an attractive choice in a world where data breaches and information theft are common and serious threats. This survey outlines the landscape and latest developments in data privacy and security for federated learning. We identify the different mechanisms used to provide privacy and security, such as differential privacy, secure multi-party computation and secure aggregation. We also survey the current attack models, identifying the areas of vulnerability and the strategies adversaries use to penetrate federated systems. The survey concludes with a discussion on the open challenges and potential directions of future work in this increasingly popular learning paradigm.

25 citations

References
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Journal ArticleDOI
TL;DR: In this article, a new numerical technique is presented that has many advantages for obtaining solutions to a wide variety of time-dependent multidimensional fluid dynamics problems, including stability, accuracy, and zoning.

2,226 citations


"An Arbitrary Lagrangian-Eulerian st..." refers background in this paper

  • ...A commonly used alternative is to consider an ALE formulation [15]....

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19 Apr 1963

891 citations


"An Arbitrary Lagrangian-Eulerian st..." refers background or methods in this paper

  • ...Remark 1 For this paper, we will show results with Wilkins Lagrangian scheme but it extends of course to any of these....

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  • ...Two staggered schemes are nowadays in use: (1) Wilkins [33]....

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  • ...The authors proposed to add more robust tools to correct some defects of Wilkins schemes....

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  • ...Originally, Lagrangian schemes considered a staggered discretization of unknowns (density, velocity, energy), the velocity is located at nodes and density, pressure are cell centered, [33] and more recently, with some improvements [5]....

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  • ...Lagrangian schemes was first based on a staggered version (degrees of freedom for velocity are located at nodes and thermodynamics variables are considered as cell centered [33],[4],[5])....

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Journal ArticleDOI
TL;DR: In this paper, a finite-difference method using a nonuniform triangle mesh is described for the numerical solution of the nonlinear two-dimensional Poisson equation, where  is a function of � or its derivatives,Sis a function for position, and  or its normal derivative is specified on the boundary.

470 citations


"An Arbitrary Lagrangian-Eulerian st..." refers background or methods in this paper

  • ...We consider an Arbitrary-Lagrangian-Eulerian (ALE) method formulated as a splitting between the pure Lagrangian step and the association of rezoning [34] [29] [16] [17] [9] plus a remapping step [23]....

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  • ...Tangled mesh (red) and untangled mesh (blue) after 2 iterations, Left Fullview, Right Zoom Mesh M1 The three previous tests of the proposed Escobar with connectivity adaptation (20) show that the convergence is better than the original Escobar but that it does not preserve aspect ratio (as the original Escobar and also Reference Jacobian Method (RJM) [17] and Winslow [34])....

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  • ...The three previous tests of the proposed Escobar with connectivity adaptation (20) show that the convergence is better than the original Escobar but that it does not preserve aspect ratio (as the original Escobar and also Reference Jacobian Method (RJM) [17] and Winslow [34])....

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Book
28 May 2007
TL;DR: This book presents a comprehensive survey of mesh generation methods using Delaunay admissibility, media axis, mid-surface and other applications, as well as other types ofMesh generation methods.
Abstract: Chapter 1. General definitions. Chapter 2. Basic structures and algorithms. Chapter 3. A comprehensive survey of mesh generation methods. Chapter 4. Algebraic, PDE and multibloc methods. Chapter 5. Quadtree-octree-based methods. Chapter 6. Advancing front technique for mesh generation. Chapter 7. Delaunay-based mesh generation methods. Chapter 8. Other types of mesh generation methods. Chapter 9. Delaunay admissibility, media axis, mid-surface and other applications. Chapter 10. Quadratic forms and metrics. Chapter 11. Differential geometry. Chapter 12. Curve modeling. Chapter 13. Surface modeling. Chapter 14. Surface meshing and re-meshing. Chapter 15. Meshing implicit curves and surfaces. Chapter 16. Mesh modifications. Chapter 17. Mesh optimization. Chapter 18. Surface mesh optimization. Chapter 19. A touch of finite elements. Chapter 20. Mesh adaptation and h-methods. Chapter 21. Mesh adaptation and p or hp-methods. Chapter 22. Mobile or deformable meshes. Chapter 23. Parallel computing and meshing issues.

436 citations


"An Arbitrary Lagrangian-Eulerian st..." refers background in this paper

  • ...In the context of local mesh modification (h-adaptivity [11]) this notion is very natural, nevertheless for constant connectivity (r-adaptivity see for example [11]), we propose to define the quality at nodes....

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Journal ArticleDOI
TL;DR: In this article, it is shown how conservation of total energy can be utilized as an intermediate device to achieve this goal for the equations of fluid dynamics written in Lagrangian form, with a staggered spatial placement of variables for any number of dimensions and in any coordinate system.

396 citations


"An Arbitrary Lagrangian-Eulerian st..." refers background in this paper

  • ...Originally, Lagrangian schemes considered a staggered discretization of unknowns (density, velocity, energy), the velocity is located at nodes and density, pressure are cell centered, [33] and more recently, with some improvements [5]....

    [...]

  • ...Lagrangian schemes was first based on a staggered version (degrees of freedom for velocity are located at nodes and thermodynamics variables are considered as cell centered [33],[4],[5])....

    [...]