An Introduction to the Deviatoric Decomposition in Three-Dimensions Based on a Recursive Formula (2305.02152v1)

Abstract: Higher-order tensors appear in various areas of mechanics as well as physics, medicine or earth sciences. As these tensors are highly complex, most are not well understood. Thus, the analysis and the visualization process form a highly challenging task. In order to solve this problem a suitable tensor decomposition for arbitrary tensors is desirable. Since many real-world examples are described in the three-dimensional space, this paper will also focus on this space. Tensors of order zero and one are well understood and for second order tensors the well-known spectral decomposition exists. However, there is no standard decomposition for tensors of order higher than two. This work will focus on summarizing facts about the deviatoric decomposition and on its calculation in a recursive way. It decomposes a tensor of arbitrary order into a sum of orthogonal, irreducible parts. Thus, into parts that are orthogonal and invariant under rotation. These irreducible parts are based on so-called deviators. The calculations and results of the deviatoric decomposition are not broadly understood in the engineering community. To change this situation, information about this decomposition from a range of literature sources was gathered and will be summarized and explained in this work to make further analysis possible. Different applications and examples for often used physical tensors will also be given. The goal of this work is to give other researchers the chance to also use this knowledge.