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Lecture Notes in Computational Science and Engineering

Sparse Grids and Applications - Miami 2016

Editors: Garcke, J., Pflüger, D., Webster, C.G., Zhang, G. (Eds.)

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  • ISBN 978-3-319-75426-0
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About this book

Sparse grids are a popular tool 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 flavors, are frequently the method of choice.

This volume of LNCSE presents selected papers from the proceedings of the fourth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including computational chemistry, computational fluid dynamics, and big data analytics, to name but a few.

Table of contents (10 chapters)

Table of contents (10 chapters)
  • Comparing Nested Sequences of Leja and PseudoGauss Points to Interpolate in 1D and Solve the Schroedinger Equation in 9D

    Pages 1-17

    Avila, Gustavo (et al.)

  • On the Convergence Rate of Sparse Grid Least Squares Regression

    Pages 19-41

    Bohn, Bastian

  • Multilevel Adaptive Stochastic Collocation with Dimensionality Reduction

    Pages 43-68

    Farcaş, Ionuţ-Gabriel (et al.)

  • Limiting Ranges of Function Values of Sparse Grid Surrogates

    Pages 69-91

    Franzelin, Fabian (et al.)

  • Scalable Algorithmic Detection of Silent Data Corruption for High-Dimensional PDEs

    Pages 93-115

    Hinojosa, Alfredo Parra (et al.)

Buy this book

eBook $139.00
price for USA in USD
  • ISBN 978-3-319-75426-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
Softcover $179.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Sparse Grids and Applications - Miami 2016
Editors
  • Jochen Garcke
  • Dirk Pflüger
  • Clayton G. Webster
  • Guannan Zhang
Series Title
Lecture Notes in Computational Science and Engineering
Series Volume
123
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-75426-0
DOI
10.1007/978-3-319-75426-0
Hardcover ISBN
978-3-319-75425-3
Softcover ISBN
978-3-030-09227-6
Series ISSN
1439-7358
Edition Number
1
Number of Pages
X, 262
Number of Illustrations
15 b/w illustrations, 41 illustrations in colour
Topics