Numerical Tensor Methods: Tensor Trains in Mathematics and Computer Science by Ivan Oseledets - PDF and EPUB eBook

4.6 from 68 reviews

Covering both theoretical foundations and applications in mathematics and engineering, this graduate textbook introduces...

Looking for numerical tensor methods tensor trains pdf to download for free? Use our file search system, download the e-book for computer, smartphone or online reading.

Search & Download

Details of Numerical Tensor Methods: Tensor Trains in Mathematics and Computer Science

Exact title of the book
Numerical Tensor Methods: Tensor Trains in Mathematics and Computer Science
Book author
Ivan Oseledets
Book edition
ebook
Number of pages
216 pages
File size (in PDF)
864 kB
Numerical Tensor Methods: Tensor Trains in Mathematics and Computer Science

Some brief overview of book

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.