Tensor rank reduction via coordinate flows
Tensor rank reduction via coordinate flows
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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Recently, there has been a growing interest in efficient numerical algorithms based on tensor networks and low-rank techniques to approximate high-dimensional functions and solutions to high-dimensional PDEs. In this paper, we propose a new tensor rank reduction method based on coordinate transformations that can greatly increase the efficiency of...
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Full title
Tensor rank reduction via coordinate flows
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TN_cdi_proquest_journals_2694703214
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2694703214
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E-ISSN
2331-8422
DOI
10.48550/arxiv.2207.11955
