De Gruyter Textbook / Numerical Tensor Methods
Tensor Trains in Mathematics and Computer Science
(Sprache: Englisch)
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...
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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.
Autoren-Porträt von Ivan Oseledets
Ivan Oseledets, Skolkovo Institute of Science and Technology and Institute of Numerical Mathematics RAS, Russia.
Bibliographische Angaben
- Autor: Ivan Oseledets
- 2025, XVI, 200 Seiten, 15 farbige Abbildungen, 20 Schwarz-Weiß-Abbildungen, Maße: 17 x 24 cm, Kartoniert (TB), Englisch
- Verlag: De Gruyter
- ISBN-10: 3110461625
- ISBN-13: 9783110461626
- Erscheinungsdatum: 14.07.2025
Sprache:
Englisch
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