
Numerical Tensor Methods
Tensor Trains in Mathematics and Computer Science
Ivan Oseledets(Author)
De Gruyter (Publisher)
1st Edition
Published on 14. July 2025
Book
Paperback/Softback
XVI, 200 pages
978-3-11-046162-6 (ISBN)
Description
Covering both theoretical foundations and applications in mathematics and engineering, this graduate textbook introduces numerical, tensor-based methods for tackling high-dimensional problems. Concepts known as tensor trains, matrix product states or hierarchical tensor networks have a range of applications in differential equations, multidimensional integration, machine learning, condensed matter physics, and theoretical chemistry.
More details
Language
English
Place of publication
Berlin/Boston
Germany
Product notice
Klappenbroschur
Illustrations
15 farbige Abbildungen, 20 s/w Abbildungen
20 b/w and 15 col. ill.
Dimensions
Height: 24 cm
Width: 17 cm
ISBN-13
978-3-11-046162-6 (9783110461626)
Schweitzer Classification
Person
Ivan Oseledets, Skolkovo Institute of Science and Technology and Institute of Numerical Mathematics RAS, Russia.