Tensor-Based Dynamical Systems

Theory and Applications

Häftad, Engelska, 2025

Av Can Chen

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This book provides a comprehensive review on tensor algebra, including tensor products, tensor unfolding, tensor eigenvalues, and tensor decompositions.

Produktinformation

Utgivningsdatum2025-04-02
Mått168 x 240 x 8 mm
Vikt223 g
FormatHäftad
SpråkEngelska
SerieSynthesis Lectures on Mathematics & Statistics
Antal sidor106
FörlagSpringer International Publishing AG
ISBN9783031545078

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Can Chen, Ph.D. is an Assistant Professor in the School of Data Science and Society with a second appointment in the Department of Mathematics at the University of North Carolina at Chapel Hill. He received the B.S. degree in Mathematics from the University of California, Irvine in 2016, and the M.S. degree in Electrical and Computer Engineering and the Ph.D. degree in Applied and Interdisciplinary Mathematics from the University of Michigan in 2020 and 2021, respectively. He was a Postdoctoral Research Fellow in the Channing Division of Network Medicine at Brigham and Women's Hospital and Harvard Medical School from 2021 to 2023. His research interests span a diverse range of fields, including control theory, network science, tensor algebra, numerical analysis, data science, machine learning, deep learning, hypergraph learning, data analysis, and computational biology.