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Numerical Tensor Methods: Tensor Trains in Mathematics and Computer Science
Paperback
Series: de Gruyter Textbook
Technology & EngineeringGeneral Mathematics
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ISBN13: 9783110461626
Publisher: Walter De Gruyter Inc
Published: Jul 14 2025
Pages: 216
Language: English
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.
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