Toward Jordan decompositions for tensors
Journal of Computational ScienceWe expand on an idea of Vinberg to take a tensor space and the natural Lie algebra that acts on it and embed their direct sum into an auxiliary algebra. Viewed as endomorphisms of this algebra, we associate adjoint operators to tensors. We show that the group actions on the tensor space and on the adjoint operators are consistent, which means that the ...
Frédéric Holweck, Luke Oeding
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Tensor decomposition and machine learning for the detection of arteriovenous fistula stenosis: An initial evaluation. [PDF]
PLoS One, 2023 Poushpas S +5 more
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Robust angle estimation method for noncircular targets in MIMO radar with mutual coupling
Tongxin xuebao, 2019 A robust angle estimation method for noncircular targets based on unitary tensor decomposition with mutual coupling in multiple-input multiple-output (MIMO) radar was proposed.Firstly,utilizing the banded symmetric Toeplitz structure of the mutual ...
Xianpeng WANG +5 more
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Solving Intractable Chemical Problems by Tensor Decomposition
CHIMIAMany complex chemical problems encoded in terms of physics-based models become computationallyintractable for traditional numerical approaches due to their unfavorable scaling with increasing molecular size.
Nina Glaser, Markus Reiher
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GNTD: reconstructing spatial transcriptomes with graph-guided neural tensor decomposition informed by spatial and functional relations. [PDF]
Nat Commun, 2023 Song T, Broadbent C, Kuang R.
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Predicting Drug-Gene-Disease Associations by Tensor Decomposition for Network-Based Computational Drug Repositioning. [PDF]
Biomedicines, 2023 Kim Y, Cho YR.
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Tensor Decomposition-based Feature Extraction and Classification to Detect Natural Selection from Genomic Data. [PDF]
Mol Biol Evol, 2023 Amin MR, Hasan M, Arnab SP, DeGiorgio M.
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Construction of a reduced-order model based on tensor decomposition and its application to airbag deployment simulations. [PDF]
Sci Rep, 2023 Sasagawa T, Tanaka M.
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TDFusion: When Tensor Decomposition Meets Medical Image Fusion in the Nonsubsampled Shearlet Transform Domain. [PDF]
Sensors (Basel), 2023 Zhang R, Wang Z, Sun H, Deng L, Zhu H.
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Probabilistic tensor decomposition extracts better latent embeddings from single-cell multiomic data. [PDF]
Nucleic Acids Res, 2023 Wang RH, Wang J, Li SC.
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