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Tensors in computations

delete2021-08-04
delete24
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OA
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L
Lek‐Heng Lim *
DOI:10.1017/S0962492921000076delete
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Abstract

Abstract

En 中文
The notion of a tensor captures three great ideas: equivariance, multilinearity, separability. But trying to be three things at once makes the notion difficult to understand. We will explain tensors in an accessible and elementary way through the lens of linear algebra and numerical linear algebra, elucidated with examples from computational and applied mathematics.
Keywords:
NUMERICAL-INTEGRATION
BILINEAR OPERATORS
COMPLEXITY
MULTIPLICATION
ALGORITHM
APPROXIMATION
PRODUCT
TRANSFORM
SYSTEMS
TIME

Journal

Acta Numerica cover
Acta Numerica
IF:
11.3
Papers:
89
Citations:
3.4K

Organization

U
university of chicago
Scholars:
4.4W
Papers: 3.7W
Citations: 80