Damage localization in composite plates using canonical polyadic decomposition of Lamb wave difference signals tensor
Sign Up to like & getrecommendations! Published in 2018 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2018.09.647
Abstract: Abstract Monitoring in real-time and autonomously the health state of aeronautic structures is referred to as Structural Health Monitoring (SHM) and is a process decomposed in four steps: damage detection, localization, classification, and quantification. Structures… read more here.
Keywords: canonical polyadic; difference signals; damage localization; damage ... See more keywords
Joint Factors and Rank Estimation for the Canonical Polyadic Decomposition Based on Convex Optimization
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DOI: 10.1109/access.2022.3189793
Abstract: Estimating the minimal number of rank-1 tensors in the Canonical Polyadic Decomposition (CPD), known as the canonical rank, is a challenging area of research. To address this problem, we propose a method based on convex… read more here.
Keywords: polyadic decomposition; based convex; convex optimization; canonical polyadic ... See more keywords
Efficient construction of canonical polyadic approximations of tensor networks
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical theory and computation"
DOI: 10.48550/arxiv.2208.09992
Abstract: We consider the problem of constructing a canonical polyadic (CP) decomposition for a tensor network, rather than a single tensor. We illustrate how it is possible to reduce the complexity of constructing an approximate CP… read more here.
Keywords: efficient construction; tensor; coulomb; four way ... See more keywords