Sparse Grids and Applications - Miami 2016
Editors: Garcke, J., Pflüger, D., Webster, C.G., Zhang, G. (Eds.)
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- About this book
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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)
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Comparing Nested Sequences of Leja and PseudoGauss Points to Interpolate in 1D and Solve the Schroedinger Equation in 9D
Pages 1-17
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On the Convergence Rate of Sparse Grid Least Squares Regression
Pages 19-41
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Multilevel Adaptive Stochastic Collocation with Dimensionality Reduction
Pages 43-68
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Limiting Ranges of Function Values of Sparse Grid Surrogates
Pages 69-91
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Scalable Algorithmic Detection of Silent Data Corruption for High-Dimensional PDEs
Pages 93-115
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Table of contents (10 chapters)
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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
