9 results on '"Kolev, Tzanio"'
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2. Matrix-free subcell residual distribution for Bernstein finite element discretizations of linear advection equations
- Author
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Hajduk, Hennes, Kuzmin, Dmitri, Kolev, Tzanio, and Abgrall, Remi
- Published
- 2020
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3. High-Order Mesh Morphing for Boundary and Interface Fitting to Implicit Geometries.
- Author
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Barrera, Jorge-Luis, Kolev, Tzanio, Mittal, Ketan, and Tomov, Vladimir
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SET functions , *STRUCTURAL optimization , *GEOMETRY , *SMOOTHNESS of functions , *ISOGEOMETRIC analysis - Abstract
We propose a method that morphs high-order meshes such that their boundaries and interfaces coincide/align with implicitly defined geometries. Our focus is particularly on the case when the target surface is prescribed as the zero isocontour of a smooth discrete function. Common examples of this scenario include using level set functions to represent material interfaces in multimaterial configurations, and evolving geometries in shape and topology optimization. The proposed method formulates the mesh optimization problem as a variational minimization of the sum of a chosen mesh-quality metric using the Target-Matrix Optimization Paradigm (TMOP) and a penalty term that weakly forces the selected faces of the mesh to align with the target surface. The distinct features of the method are use of a source mesh to represent the level set function with sufficient accuracy, and adaptive strategies for setting the penalization weight and selecting the faces of the mesh to be fit to the target isocontour of the level set field. We demonstrate that the proposed method is robust for generating boundary- and interface-fitted meshes for curvilinear domains using different element types in 2D and 3D. [Display omitted] • Implicit high-order meshing using boundary and interface fitting. • Approach targets applications where the target surface is prescribed implicitly using level-set functions. • r-adaptivity method is demonstrated to be robust at adapting easy-to-generate meshes to curvilinear boundaries and interfaces. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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4. High-Performance Tensor Contractions for GPUs.
- Author
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Abdelfattah, Ahmad, Baboulin, Marc, Dobrev, Veselin, Dongarra, Jack, Earl, Christopher, Falcou, Joel, Haidar, Azzam, Karlin, Ian, Kolev, Tzanio, Masliah, Ian, and Tomov, Stanimire
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TENSOR algebra ,GRAPHICS processing units ,HIGH performance computing ,MATRIX multiplications ,SELF-tuning controllers ,FINITE element method - Abstract
We present a computational framework for high-performance tensor contractions on GPUs. High-performance is difficult to obtain using existing libraries, especially for many independent contractions where each contraction is very small, e.g., sub-vector/warp in size. However, using our framework to batch contractions plus application-specifics, we demonstrate close to peak performance results. In particular, to accelerate large scale tensor-formulated high-order finite element method (FEM) simulations, which is the main focus and motivation for this work, we represent contractions as tensor index reordering plus matrix-matrix multiplications (GEMMs). This is a key factor to achieve algorithmically many-fold acceleration (vs. not using it) due to possible reuse of data loaded in fast memory. In addition to using this context knowledge, we design tensor data-structures, tensor algebra interfaces, and new tensor contraction algorithms and implementations to achieve 90+% of a theoretically derived peak on GPUs. On a K40c GPU for contractions resulting in GEMMs on square matrices of size 8 for example, we are 2.8× faster than CUBLAS, and 8.5× faster than MKL on 16 cores of Intel Xeon ES-2670 (Sandy Bridge) 2.60GHz CPUs. Finally, we apply autotuning and code generation techniques to simplify tuning and provide an architecture-aware, user-friendly interface. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
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5. A matrix-free hyperviscosity formulation for high-order ALE hydrodynamics.
- Author
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Bello-Maldonado, Pedro D., Kolev, Tzanio V., Rieben, Robert N., and Tomov, Vladimir Z.
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INERTIAL confinement fusion , *SHOCK therapy , *SCALAR field theory , *FINITE differences , *FINITE element method , *HYDRODYNAMICS , *LAGRANGIAN functions - Abstract
• Hyperviscosity for ALE hydrodynamics with arbitrary order on unstructured meshes. • Robust shock capturing on moving high-order meshes with high-order convergence. • A method for computing hypervisocisty operator in an efficient, matrix-free manner. • Reduced numerical dissipation and enhanced resolution of complex vortical flow. The numerical approximation of compressible hydrodynamics is at the core of high-energy density (HED) multiphysics simulations as shocks are the driving force in experiments like inertial confinement fusion (ICF). In this work, we describe our extension of the hyperviscosity technique, originally developed for shock treatment in finite difference simulations, for use in arbitrarily high-order finite element methods for Lagrangian hydrodynamics. Hyperviscosity enables shock capturing while preserving the high-order properties of the underlying discretization away from the shock region. Specifically, we compute a high-order term based on a product of the mesh length scale to a high power scaled by a hyper-Laplacian operator applied to a scalar field. We then form the total artificial viscosity by taking a non-linear blend of this term and a traditional artificial viscosity term. We also present a matrix-free formulation for computing the finite element based hyper-Laplacian operator. Such matrix-free methods have superior performance characteristics compared to traditional full matrix assembly approaches and offer advantages for GPU based HPC hardware. We demonstrate the numerical convergence of our method and its application to complex, multi-material ALE simulations on high-order (curved) meshes. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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6. High-order curvilinear finite elements for axisymmetric Lagrangian hydrodynamics.
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Dobrev, Veselin A., Ellis, Truman E., Kolev, Tzanio V., and Rieben, Robert N.
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LINE integrals , *FINITE element method , *AXIAL flow , *HYDRODYNAMICS , *COMPUTATIONAL fluid dynamics , *CONSERVATION laws (Physics) - Abstract
Abstract: In this paper we present an extension of our general high-order curvilinear finite element approach for solving the Euler equations in a Lagrangian frame [1] to the case of axisymmetric problems. The numerical approximation of these equations is important in a number of applications of compressible shock hydrodynamics and the reduction of 3D problems with axial symmetry to 2D computations provides a significant computational advantage. Unlike traditional staggered-grid hydrodynamics (SGH) methods, which use the so-called “area-weighting” scheme, we formulate our semi-discrete axisymmetric conservation laws directly in 3D and reduce them to a 2D variational form in a meridian cut of the original domain. This approach is a natural extension of the high-order curvilinear finite element framework we have developed for 2D and 3D problems in Cartesian geometry, leading to a rescaled momentum conservation equation which includes new radial terms in the pressure gradient and artificial viscosity forces. We show that this approach exactly conserves energy and we demonstrate via computational examples that it also excels at preserving symmetry in problems with symmetric initial conditions. The results also illustrate that our computational method does not produce spurious symmetry breaking near the axis of rotation, as is the case with many area-weighted approaches. [Copyright &y& Elsevier]
- Published
- 2013
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7. MFEM: A modular finite element methods library.
- Author
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Anderson, Robert, Andrej, Julian, Barker, Andrew, Bramwell, Jamie, Camier, Jean-Sylvain, Cerveny, Jakub, Dobrev, Veselin, Dudouit, Yohann, Fisher, Aaron, Kolev, Tzanio, Pazner, Will, Stowell, Mark, Tomov, Vladimir, Akkerman, Ido, Dahm, Johann, Medina, David, and Zampini, Stefano
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FINITE element method , *GRAPHICS processing units - Abstract
MFEM is an open-source, lightweight, flexible and scalable C++ library for modular finite element methods that features arbitrary high-order finite element meshes and spaces, support for a wide variety of discretization approaches and emphasis on usability, portability, and high-performance computing efficiency. MFEM's goal is to provide application scientists with access to cutting-edge algorithms for high-order finite element meshing, discretizations and linear solvers, while enabling researchers to quickly and easily develop and test new algorithms in very general, fully unstructured, high-order, parallel and GPU-accelerated settings. In this paper we describe the underlying algorithms and finite element abstractions provided by MFEM, discuss the software implementation, and illustrate various applications of the library. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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8. Simulation-driven optimization of high-order meshes in ALE hydrodynamics.
- Author
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Dobrev, Veselin, Knupp, Patrick, Kolev, Tzanio, Mittal, Ketan, Rieben, Robert, and Tomov, Vladimir
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HYDRODYNAMICS , *LAGRANGIAN functions , *ALE - Abstract
• Mesh adaptivity is used to control numerical dissipation in ALE hydrodynamics. • Algebraic problem formulation applicable to curved meshes in any dimension. • Adaptivity to discrete simulation features is done through node movement. • General target construction methods can adapt all geometric properties. • Adaptive ALE triggers can improve both accuracy and simulation time. In this paper we propose tools for high-order mesh optimization and demonstrate their benefits in the context of multi-material Arbitrary Lagrangian-Eulerian (ALE) compressible shock hydrodynamic applications. The mesh optimization process is driven by information provided by the simulation which uses the optimized mesh, such as shock positions, material regions, known error estimates, etc. These simulation features are usually represented discretely, for instance, as finite element functions on the Lagrangian mesh. The discrete nature of the input is critical for the practical applicability of the algorithms we propose and distinguishes this work from approaches that strictly require analytical information. Our methods are based on node movement through a high-order extension of the Target-Matrix Optimization Paradigm (TMOP) of [1]. The proposed formulation is fully algebraic and relies only on local Jacobian matrices, so it is applicable to all types of mesh elements, in 2D and 3D, and any order of the mesh. We discuss the notions of constructing adaptive target matrices and obtaining their derivatives, reconstructing discrete data in intermediate meshes, node limiting that enables improvement of global mesh quality while preserving space-dependent local mesh features, and appropriate normalization of the objective function. The adaptivity methods are combined with automatic ALE triggers that can provide robustness of the mesh evolution and avoid excessive remap procedures. The benefits of the new high-order TMOP technology are illustrated on several simulations performed in the high-order ALE application BLAST [2]. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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9. Matrix-free subcell residual distribution for Bernstein finite elements: Monolithic limiting.
- Author
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Hajduk, Hennes, Kuzmin, Dmitri, Kolev, Tzanio, Tomov, Vladimir, Tomas, Ignacio, and Shadid, John N.
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CORRECTION factors , *NONLINEAR equations , *GALERKIN methods , *NONLINEAR systems , *ADVECTION , *BERNSTEIN polynomials - Abstract
• Matrix-free methods for transport and remap problems based on residual distribution. • High-order Bernstein finite element discretizations. • Theoretical foundation that guarantees reasonable, CFL-like time step restrictions. • Comparison of new monolithic limiters to Flux-Corrected-Transport. • Optimal convergence rates for smooth solutions achieved by nodal smoothness indicators. This paper is focused on the aspects of limiting in residual distribution (RD) schemes for high-order finite element approximations to advection problems. Both continuous and discontinuous Galerkin methods are considered in this work. Discrete maximum principles are enforced using algebraic manipulations of element contributions to the global nonlinear system. The required modifications can be carried out without calculating the element matrices and assembling their global counterparts. The components of element vectors associated with the standard Galerkin discretization are manipulated directly using localized subcell weights to achieve optimal accuracy. Low-order nonlinear RD schemes of this kind were originally developed to calculate local extremum diminishing predictors for flux-corrected transport (FCT) algorithms. In the present paper, we incorporate limiters directly into the residual distribution procedure, which makes it applicable to stationary problems and leads to well-posed nonlinear discrete problems. To circumvent the second-order accuracy barrier, the correction factors of monolithic limiting approaches and FCT schemes are adjusted using smoothness sensors based on second derivatives. The convergence behavior of presented methods is illustrated by numerical studies for two-dimensional test problems. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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