Acta Numerica 2021
Volume 30
$248.00 (F)
Part of Acta Numerica
- Editors:
- Arieh Iserles, University of Cambridge
- Douglas Arnold, University of Minnesota
- Date Published: December 2021
- availability: In stock
- format: Hardback
- isbn: 9781009098977
$
248.00
(F)
Hardback
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Acta Numerica is an annual publication containing invited survey papers by leading researchers in numerical mathematics and scientific computing. The papers present overviews of recent developments in their area and provide state-of-the-art techniques and analysis.
Read more- The latest issue of the leading review in mathematics as measured by Impact factor
- Outstanding contributors provide state-of-art surveys in important topics of contemporary interest
- Covers a broad range of fields from data-driven science, to engineering, to computational physics
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×Product details
- Date Published: December 2021
- format: Hardback
- isbn: 9781009098977
- length: 864 pages
- dimensions: 254 x 181 x 37 mm
- weight: 1.67kg
- availability: In stock
Table of Contents
1. Numerical homogenization beyond scale separation Robert Altmann, Patrick Henning and Daniel Peterseim
2. Deep learning: a statistical viewpoint Peter L. Bartlett, Andrea Montanari and Alexander Rakhlin
3. Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolation Mikhail Belkin
4. Optimal transportation, modelling and numerical simulation Jean-David Benamou
5. Neural network approximation Ronald DeVore, Boris Hanin and Guergana Petrova
6. Learning physics-based models from data: perspectives from inverse problems and model reduction Omar Ghattas and Karen Willcox
7. Tensors in computations Lek-Heng Lim
8. Modelling and computation of liquid crystals Wei Wang, Lei Zhang and Pingwen Zhang.
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