Numerical Solution Of Elliptic Differential Equations By Reduction To The Interface

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Numerical Solution of Elliptic Differential Equations by Reduction to the Interface

Author : Boris N. Khoromskij,Gabriel Wittum
Publisher : Springer Science & Business Media
Page : 304 pages
File Size : 45,8 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783642187773

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Numerical Solution of Elliptic Differential Equations by Reduction to the Interface by Boris N. Khoromskij,Gabriel Wittum Pdf

During the last decade essential progress has been achieved in the analysis and implementation of multilevel/rnultigrid and domain decomposition methods to explore a variety of real world applications. An important trend in mod ern numerical simulations is the quick improvement of computer technology that leads to the well known paradigm (see, e. g. , [78,179]): high-performance computers make it indispensable to use numerical methods of almost linear complexity in the problem size N, to maintain an adequate scaling between the computing time and improved computer facilities as N increases. In the h-version of the finite element method (FEM), the multigrid iteration real izes an O(N) solver for elliptic differential equations in a domain n c IRd d with N = O(h- ) , where h is the mesh parameter. In the boundary ele ment method (BEM) , the traditional panel clustering, fast multi-pole and wavelet based methods as well as the modern hierarchical matrix techniques are known to provide the data-sparse approximations to the arising fully populated stiffness matrices with almost linear cost O(Nr log?Nr), where 1 d Nr = O(h - ) is the number of degrees of freedom associated with the boundary. The aim of this book is to introduce a wider audience to the use of a new class of efficient numerical methods of almost linear complexity for solving elliptic partial differential equations (PDEs) based on their reduction to the interface.

Domain Decomposition Methods for the Numerical Solution of Partial Differential Equations

Author : Tarek Mathew
Publisher : Springer Science & Business Media
Page : 775 pages
File Size : 48,9 Mb
Release : 2008-06-25
Category : Mathematics
ISBN : 9783540772095

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Domain Decomposition Methods for the Numerical Solution of Partial Differential Equations by Tarek Mathew Pdf

Domain decomposition methods are divide and conquer computational methods for the parallel solution of partial differential equations of elliptic or parabolic type. The methodology includes iterative algorithms, and techniques for non-matching grid discretizations and heterogeneous approximations. This book serves as a matrix oriented introduction to domain decomposition methodology. A wide range of topics are discussed include hybrid formulations, Schwarz, and many more.

Principal Manifolds for Data Visualization and Dimension Reduction

Author : Alexander N. Gorban,Balázs Kégl,Donald C. Wunsch,Andrei Zinovyev
Publisher : Springer Science & Business Media
Page : 361 pages
File Size : 54,8 Mb
Release : 2007-09-11
Category : Technology & Engineering
ISBN : 9783540737506

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Principal Manifolds for Data Visualization and Dimension Reduction by Alexander N. Gorban,Balázs Kégl,Donald C. Wunsch,Andrei Zinovyev Pdf

The book starts with the quote of the classical Pearson definition of PCA and includes reviews of various methods: NLPCA, ICA, MDS, embedding and clustering algorithms, principal manifolds and SOM. New approaches to NLPCA, principal manifolds, branching principal components and topology preserving mappings are described. Presentation of algorithms is supplemented by case studies. The volume ends with a tutorial PCA deciphers genome.

Coping with Complexity: Model Reduction and Data Analysis

Author : Alexander N. Gorban,Dirk Roose
Publisher : Springer Science & Business Media
Page : 356 pages
File Size : 41,7 Mb
Release : 2010-10-21
Category : Mathematics
ISBN : 9783642149412

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Coping with Complexity: Model Reduction and Data Analysis by Alexander N. Gorban,Dirk Roose Pdf

This volume contains the extended version of selected talks given at the international research workshop "Coping with Complexity: Model Reduction and Data Analysis", Ambleside, UK, August 31 – September 4, 2009. The book is deliberately broad in scope and aims at promoting new ideas and methodological perspectives. The topics of the chapters range from theoretical analysis of complex and multiscale mathematical models to applications in e.g., fluid dynamics and chemical kinetics.

Numerical Methods for Flows

Author : Harald van Brummelen,Alessandro Corsini,Simona Perotto,Gianluigi Rozza
Publisher : Springer Nature
Page : 358 pages
File Size : 48,8 Mb
Release : 2020-02-22
Category : Mathematics
ISBN : 9783030307059

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Numerical Methods for Flows by Harald van Brummelen,Alessandro Corsini,Simona Perotto,Gianluigi Rozza Pdf

This book includes selected contributions on applied mathematics, numerical analysis, numerical simulation and scientific computing related to fluid mechanics problems, presented at the FEF-“Finite Element for Flows” conference, held in Rome in spring 2017. Written by leading international experts and covering state-of-the-art topics in numerical simulation for flows, it provides fascinating insights into and perspectives on current and future methodological and numerical developments in computational science. As such, the book is a valuable resource for researchers, as well as Masters and Ph.D students.

Meshfree Methods for Partial Differential Equations IV

Author : Michael Griebel,Marc Alexander Schweitzer
Publisher : Springer Science & Business Media
Page : 404 pages
File Size : 48,9 Mb
Release : 2008-10-10
Category : Mathematics
ISBN : 9783540799931

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Meshfree Methods for Partial Differential Equations IV by Michael Griebel,Marc Alexander Schweitzer Pdf

The numerical treatment of partial differential equations with particle methods and meshfree discretization techniques is a very active research field both in the mathematics and engineering community. Due to their independence of a mesh, particle schemes and meshfree methods can deal with large geometric changes of the domain more easily than classical discretization techniques. Furthermore, meshfree methods offer a promising approach for the coupling of particle models to continuous models. This volume of LNCSE is a collection of the proceedings papers of the Fourth International Workshop on Meshfree Methods held in September 2007 in Bonn. The articles address the different meshfree methods (SPH, PUM, GFEM, EFGM, RKPM, etc.) and their application in applied mathematics, physics and engineering. The volume is intended to foster this very active and exciting area of interdisciplinary research and to present recent advances and results in this field.

Meshfree Methods for Partial Differential Equations V

Author : Michael Griebel,Marc Alexander Schweitzer
Publisher : Springer Science & Business Media
Page : 271 pages
File Size : 41,6 Mb
Release : 2010-11-04
Category : Mathematics
ISBN : 9783642162299

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Meshfree Methods for Partial Differential Equations V by Michael Griebel,Marc Alexander Schweitzer Pdf

The numerical treatment of partial differential equations with particle methods and meshfree discretization techniques is an extremely active research field, both in the mathematics and engineering communities. Meshfree methods are becoming increasingly mainstream in various applications. Due to their independence of a mesh, particle schemes and meshfree methods can deal with large geometric changes of the domain more easily than classical discretization techniques. Furthermore, meshfree methods offer a promising approach for the coupling of particle models to continuous models. This volume of LNCSE is a collection of the papers from the proceedings of the Fifth International Workshop on Meshfree Methods, held in Bonn in August 2009. The articles address the different meshfree methods and their use in applied mathematics, physics and engineering. The volume is intended to foster this highly active and exciting area of interdisciplinary research and to present recent advances and findings in this field.

Meshfree Methods for Partial Differential Equations VII

Author : Michael Griebel,Marc Alexander Schweitzer
Publisher : Springer
Page : 323 pages
File Size : 50,7 Mb
Release : 2014-12-02
Category : Mathematics
ISBN : 9783319068985

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Meshfree Methods for Partial Differential Equations VII by Michael Griebel,Marc Alexander Schweitzer Pdf

Meshfree methods, particle methods, and generalized finite element methods have witnessed substantial development since the mid 1990s. The growing interest in these methods is due in part to the fact that they are extremely flexible numerical tools and can be interpreted in a number of ways. For instance, meshfree methods can be viewed as a natural extension of classical finite element and finite difference methods to scattered node configurations with no fixed connectivity. Furthermore, meshfree methods offer a number of advantageous features which are especially attractive when dealing with multiscale phenomena: a priori knowledge about particular local behavior of the solution can easily be introduced in the meshfree approximation space, and coarse-scale approximations can be seamlessly refined with fine-scale information. This volume collects selected papers presented at the Seventh International Workshop on Meshfree Methods, held in Bonn, Germany in September 2013. They address various aspects of this highly dynamic research field and cover topics from applied mathematics, physics and engineering.

Meshfree Methods for Partial Differential Equations VIII

Author : Michael Griebel,Marc Alexander Schweitzer
Publisher : Springer
Page : 240 pages
File Size : 48,6 Mb
Release : 2017-04-05
Category : Computers
ISBN : 9783319519548

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Meshfree Methods for Partial Differential Equations VIII by Michael Griebel,Marc Alexander Schweitzer Pdf

There have been substantial developments in meshfree methods, particle methods, and generalized finite element methods since the mid 1990s. The growing interest in these methods is in part due to the fact that they offer extremely flexible numerical tools and can be interpreted in a number of ways. For instance, meshfree methods can be viewed as a natural extension of classical finite element and finite difference methods to scattered node configurations with no fixed connectivity. Furthermore, meshfree methods have a number of advantageous features that are especially attractive when dealing with multiscale phenomena: A-priori knowledge about the solution’s particular local behavior can easily be introduced into the meshfree approximation space, and coarse scale approximations can be seamlessly refined by adding fine scale information. However, the implementation of meshfree methods and their parallelization also requires special attention, for instance with respect to numerical integration.

Meshfree Methods for Partial Differential Equations IX

Author : Michael Griebel,Marc Alexander Schweitzer
Publisher : Springer
Page : 206 pages
File Size : 55,6 Mb
Release : 2019-06-19
Category : Mathematics
ISBN : 9783030151195

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Meshfree Methods for Partial Differential Equations IX by Michael Griebel,Marc Alexander Schweitzer Pdf

This volume collects selected papers presented at the Ninth International Workshop on Meshfree Methods held in Bonn, Germany in September 2017. They address various aspects of this very active research field and cover topics from applied mathematics, physics and engineering. The numerical treatment of partial differential equations with meshfree discretization techniques has been a very active research area in recent years. While the fundamental theory of meshfree methods has been developed and considerable advances of the various methods have been made, many challenges in the mathematical analysis and practical implementation of meshfree methods remain. This symposium aims to promote collaboration among engineers, mathematicians, and computer scientists and industrial researchers to address the development, mathematical analysis, and application of meshfree and particle methods especially to multiscale phenomena. It continues the 2-year-cycled Workshops on Meshfree Methods for Partial Differential Equations.

Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2014

Author : Robert M. Kirby,Martin Berzins,Jan S. Hesthaven
Publisher : Springer
Page : 530 pages
File Size : 42,8 Mb
Release : 2015-11-26
Category : Computers
ISBN : 9783319198002

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Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2014 by Robert M. Kirby,Martin Berzins,Jan S. Hesthaven Pdf

The book contains a selection of high quality papers, chosen among the best presentations during the International Conference on Spectral and High-Order Methods (2014), and provides an overview of the depth and breadth of the activities within this important research area. The carefully reviewed selection of papers will provide the reader with a snapshot of the state-of-the-art and help initiate new research directions through the extensive biography.

Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2018

Author : Spencer J. Sherwin,David Moxey,Joaquim Peiró,Peter E. Vincent,Christoph Schwab
Publisher : Springer Nature
Page : 658 pages
File Size : 52,6 Mb
Release : 2020-08-11
Category : Mathematics
ISBN : 9783030396473

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Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2018 by Spencer J. Sherwin,David Moxey,Joaquim Peiró,Peter E. Vincent,Christoph Schwab Pdf

This open access book features a selection of high-quality papers from the presentations at the International Conference on Spectral and High-Order Methods 2018, offering an overview of the depth and breadth of the activities within this important research area. The carefully reviewed papers provide a snapshot of the state of the art, while the extensive bibliography helps initiate new research directions.

Building Bridges: Connections and Challenges in Modern Approaches to Numerical Partial Differential Equations

Author : Gabriel R. Barrenechea,Franco Brezzi,Andrea Cangiani,Emmanuil H. Georgoulis
Publisher : Springer
Page : 433 pages
File Size : 49,7 Mb
Release : 2016-10-03
Category : Computers
ISBN : 9783319416403

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Building Bridges: Connections and Challenges in Modern Approaches to Numerical Partial Differential Equations by Gabriel R. Barrenechea,Franco Brezzi,Andrea Cangiani,Emmanuil H. Georgoulis Pdf

This volume contains contributed survey papers from the main speakers at the LMS/EPSRC Symposium “Building bridges: connections and challenges in modern approaches to numerical partial differential equations”. This meeting took place in July 8-16, 2014, and its main purpose was to gather specialists in emerging areas of numerical PDEs, and explore the connections between the different approaches. The type of contributions ranges from the theoretical foundations of these new techniques, to the applications of them, to new general frameworks and unified approaches that can cover one, or more than one, of these emerging techniques.

Numerical Analysis of Multiscale Computations

Author : Björn Engquist,Olof Runborg,Yen-Hsi R. Tsai
Publisher : Springer Science & Business Media
Page : 432 pages
File Size : 40,6 Mb
Release : 2011-10-14
Category : Computers
ISBN : 9783642219436

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Numerical Analysis of Multiscale Computations by Björn Engquist,Olof Runborg,Yen-Hsi R. Tsai Pdf

This book is a snapshot of current research in multiscale modeling, computations and applications. It covers fundamental mathematical theory, numerical algorithms as well as practical computational advice for analysing single and multiphysics models containing a variety of scales in time and space. Complex fluids, porous media flow and oscillatory dynamical systems are treated in some extra depth, as well as tools like analytical and numerical homogenization, and fast multipole method.

Numerical Analysis of Multiscale Problems

Author : Ivan G. Graham,Thomas Y. Hou,Omar Lakkis,Robert Scheichl
Publisher : Springer Science & Business Media
Page : 376 pages
File Size : 49,5 Mb
Release : 2012-01-05
Category : Mathematics
ISBN : 9783642220616

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Numerical Analysis of Multiscale Problems by Ivan G. Graham,Thomas Y. Hou,Omar Lakkis,Robert Scheichl Pdf

The 91st London Mathematical Society Durham Symposium took place from July 5th to 15th 2010, with more than 100 international participants attending. The Symposium focused on Numerical Analysis of Multiscale Problems and this book contains 10 invited articles from some of the meeting's key speakers, covering a range of topics of contemporary interest in this area. Articles cover the analysis of forward and inverse PDE problems in heterogeneous media, high-frequency wave propagation, atomistic-continuum modeling and high-dimensional problems arising in modeling uncertainty. Novel upscaling and preconditioning techniques, as well as applications to turbulent multi-phase flow, and to problems of current interest in materials science are all addressed. As such this book presents the current state-of-the-art in the numerical analysis of multiscale problems and will be of interest to both practitioners and mathematicians working in those fields.