Work

Computing with Tensors: Potential Applications of Physics-Motivated Mathematics to Computer Science

Year: 2008

Type: article

Abstract: In this paper, we explain what are tensors and how tensors can help in computing. Why TensorsOne of the main problems of modern computing is that:• we have to process large amounts of data;• and therefore, long time required to process this data.A similar situation occurred in the 19 century physics:• physicists had to process large amounts of data;• and, because of the large amount of data, a long time required to process this data.We will recall that in the 19 century, the problem was solved by using tensors.It is therefore a natural idea to also use tensors to solve the problems with modern computing.1

Source: scholarworks - UTEP (The University of Texas at El Paso)

Authors: Martine Ceberio, Владик Крейнович

Institution: The University of Texas at El Paso

Language: English

Topic: Tensor decomposition and applications

Subfield: Computational Mathematics

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, National Institutes of Health, National Institute of General Medical Sciences

Awards: G1056499526, G315119470, CREST-Cyber-ShARE Center of Excellence: A Center for the Sharing of Cyber-Resource to Advance Science and Education, Enhancement of Quantitative Science in Biology Curricula

OpenAlex ID: W2124865402

FWCI:

Cites: 16

Cited by:

Related to: 10