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Lecture Notes in Computational Science and Engineering

Sparse Grids and Applications - Stuttgart 2014

Editors: Garcke, Jochen, Pflüger, Dirk (Eds.)

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  • ISBN 978-3-319-28262-6
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About this book

This volume of LNCSE is a collection of the papers from the proceedings of the third workshop on sparse grids and applications. Sparse grids are a popular approach for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different guises, are frequently the method of choice, be it spatially adaptive in the hierarchical basis or via the dimensionally adaptive combination technique. Demonstrating once again the importance of this numerical discretization scheme, the selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures. The book also discusses a range of applications, including uncertainty quantification and plasma physics.

Table of contents (13 chapters)

  • Adaptive Sparse Grid Model Order Reduction for Fast Bayesian Estimation and Inversion

    Chen, Peng (et al.)

    Pages 1-27

  • From Data to Uncertainty: An Efficient Integrated Data-Driven Sparse Grid Approach to Propagate Uncertainty

    Franzelin, Fabian (et al.)

    Pages 29-49

  • Combination Technique Based Second Moment Analysis for Elliptic PDEs on Random Domains

    Harbrecht, Helmut (et al.)

    Pages 51-77

  • Adaptive Sparse Grids and Extrapolation Techniques

    Harding, Brendan

    Pages 79-102

  • A Cache-Optimal Alternative to the Unidirectional Hierarchization Algorithm

    Hupp, Philipp (et al.)

    Pages 103-132

Buy this book

eBook $109.00
price for Brazil (gross)
  • ISBN 978-3-319-28262-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.00
price for Brazil
  • ISBN 978-3-319-28260-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Sparse Grids and Applications - Stuttgart 2014
Editors
  • Jochen Garcke
  • Dirk Pflüger
Series Title
Lecture Notes in Computational Science and Engineering
Series Volume
109
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-28262-6
DOI
10.1007/978-3-319-28262-6
Hardcover ISBN
978-3-319-28260-2
Series ISSN
1439-7358
Edition Number
1
Number of Pages
VIII, 336
Number of Illustrations and Tables
61 b/w illustrations, 24 illustrations in colour
Topics