La Matematica - Call For Papers: Tensor Methods
Research in tensor (multidimensional array) analysis is accelerating, driven by the increasing complexity of data sets, arising from fields such as biomedical engineering, networks, and the physical and social sciences, which naturally lend themselves to a tensor structure. Tensor factorization methods in particular have been shown to aid in low-dimensional embedding and clustering, data compression, denoising, and imputation. Thus, the field has seen a substantial growth in factorization strategies in recent years, leading to challenges in deployment of these methods to real-world data. These challenges include questions of existence and uniqueness of optimal solutions, rank and model selection, and computational complexity.
The purpose of this Topical Collection is to invite research, survey, and review articles on novel theoretical, computational, and real-world application progress in tensor analysis. Our goal is to bring together new developments in tensor analysis into a Topical Collection at La Matematica in order to give interested readers a broad and up-to-date opportunity to learn about new work in tensor analysis, thereby lowering the barrier for entry into the field, and to feature wide array of research and researchers in this field.
Submission deadline: 1 June 2024
Guest Editors: Dr. Jamie Haddock, Harvey Mudd College (USA); Dr. Anna Konstorum, Center for Computing Sciences, Institute for Defense Analyses (USA) and University of Florida (USA); Dr. Anna Ma, UC Irvine (USA)
Submission Instructions
Papers should be submitted at the La Matematica
website: https://www.editorialmanager.com/lama/default.aspx
Select Article Type: Manuscript
Upload your files: When the system asks, "Does this manuscript belong to a special issue?" reply: Yes, then choose the option "Tensor Methods."
Finally: Complete the submission process as required.
The papers will be reviewed according to the editorial policy & standards of La Matematica. The papers should be original, unpublished, and not currently under consideration for publication elsewhere. Prior to submission, please ensure that your paper adheres to the journal’s author guidelines, which can be found at: https://www.springer.com/journal/44007/submission-guidelines