What is Tensors: Definition and 382 Discussions

In mathematics, a tensor is an algebraic object that describes a (multilinear) relationship between sets of algebraic objects related to a vector space. Objects that tensors may map between include vectors and scalars, and even other tensors. There are many types of tensors, including scalars and vectors (which are the simplest tensors), dual vectors, multilinear maps between vector spaces, and even some operations such as the dot product. Tensors are defined independent of any basis, although they are often referred to by their components in a basis related to a particular coordinate system.
Tensors have become important in physics because they provide a concise mathematical framework for formulating and solving physics problems in areas such as mechanics (stress, elasticity, fluid mechanics, moment of inertia, ...), electrodynamics (electromagnetic tensor, Maxwell tensor, permittivity, magnetic susceptibility, ...), or general relativity (stress–energy tensor, curvature tensor, ...) and others. In applications, it is common to study situations in which a different tensor can occur at each point of an object; for example the stress within an object may vary from one location to another. This leads to the concept of a tensor field. In some areas, tensor fields are so ubiquitous that they are often simply called "tensors".
Tullio Levi-Civita and Gregorio Ricci-Curbastro popularised tensors in 1900 - continuing the earlier work of Bernhard Riemann and Elwin Bruno Christoffel and others - as part of the absolute differential calculus. The concept enabled an alternative formulation of the intrinsic differential geometry of a manifold in the form of the Riemann curvature tensor.

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  1. M

    Calculating Irreducible Tensor Operators in a Given Basis

    Perhaps very simple, but it eludes me: How does one calculate an explicit form for the irreducible tensor operators in a given basis? In my particular case, I'm looking at expanding a 3X3 density matrix in the angular momentum basis. T_1n (n = -1, 0, 1) are simple enough : J+, J_z, J-. But...
  2. A

    My Solutions to Tensors and Manifolds

    My Solutions to "Tensors and Manifolds" Textbook Right now I am reading my current favourite book "Tensors and Manifolds with Applications to Relativity" by Wasserman, 1992. I am doing the exercises and typing out my solutions. I would like to share my solutions (with the questions typed out)...
  3. A

    Understanding Tensors: A Guide for Beginners in Special Relativity

    Hello, I'd like to learn about tensors so i can start learning about special relativity. I understand nothing right now about tensors, except that they mean different things to mathematicians and to physicists, which is where my confusion begins! Should i learn about the modern way of...
  4. T

    Exploring Minkowski Metric and Tensors in General Relativity

    hello. I'm working on a philosophical summary of general relativity. i have difficulty understanding tensor. i made the following characterization; can any expert minds here tell me if i said it correctly? if anyone can take a peek to see if what i got so far is correct that'd be sooooooo...
  5. resurgance2001

    Understanding Tensors: A Beginner's Guide to Relativity | New Member Question

    Hi No doubt this question has been asked by many before. I am new to the study of Relativity. I have spent several months reading this and that and generally getting very confused. One thing that I just can't get passed is understanding even what the heck tensors are. Every single...
  6. H

    Manipulation of Cartesian Tensors

    I have a question relating to a particle rotating around a point with velocity u = \Omega \times r, where \Omega is the angular velocity and r is the position relative to the pivot point. I need to prove that the acceleration is given by, a = -\frac{1}{2} \nabla [(\Omega \times r)^2] I...
  7. S

    Using Tensors in this Forum

    Using Tenors in this Forum What about subscripts? RAB What about superscripts? RAB Write R(sup)AB(/sup) with the "(" replaced by "]" Write R(sub)AB(/sub) with the "(" replaced by "]"
  8. S

    Relationship between tensors

    Is there any relationship between tensors, as they're used in diff geo and the notion of tensor product as used in module theory? I seem to recall that tensor products were "invented" because, given a field k and U, V two vector spaces over k such that dim U=n, dim V=m, we wanted to construct a...
  9. M

    Intro to tensors book for self-study?

    I wonder if anyone might have some suggestions for a good self-study book on tensors. I'm just starting in on Jackson and have only seen tensors briefly in my previous undergrad classes. Any suggestions?
  10. Oxymoron

    Why Is the Position 4-Vector Contravariant While the Del Operator Is Covariant?

    Why do we say that the position 4-vector, x^{\mu}, is naturally contravariant and that the del operator, \partial_{\mu}, is naturally covariant? The only thing I could come up with is that the contravariant del components \partial^{\mu} = (-c^{-1}\partial_t,\nabla) have a negative sign in...
  11. D

    Electric and magnetic constants are tensors

    What a tensor is .? I have found a text in my book that says that the electric and magnetic constants are tensors.. Do u have something in mind? Thx a lot
  12. M

    Understand Isotropic Tensors for Physics

    Hello everyone, this seems like a great forum here with a lot of knowlegable people and I was hoping someone could help me out with this question. I'm an engineering student and I've recently decided to switch into physics. Now I'm trying to catch up on the math I'm going to need, so I'm...
  13. homology

    Understanding the Connection between Physics Tensors and Algebra Tensoring

    Greetings Gurus, I'm sure this has been asked before, so feel free to redirect me. What is the connection between tensors in physics and tensoring in algebra? That is, could anyone sketch the path between them? Thanks, Kevin
  14. L

    Learn Tensor & Topology: Self-Study Resources for Physics B.S. & CAS Fellow

    Can anyone recommend good introductory texts for self-study? I want to teach myself about tensors and about topology. FYI, I have a B.S. in Physics and am a Fellow of the Casualty Actuarial Society. I don't remember my vector calculus and am in the process of relearning - I'm using the book...
  15. Y

    Rank of Tensors: Questions & Answers

    q1 What is rank of a tensor? q2 I don't know why after contraction operation (or trace of tensor) the rank of a tensor will be reduced by 2? q3 I can't imagiant how the fourth rank tensor, e^iklm looks like? q4 What does an anti-symmetric tensor e^iklm means? Is it a 4 by 4 martix or a...
  16. W

    Difference Between Matrices & Tensors: Explained

    could someone please explain the difference or non-difference of matrices and tensors? i come across the two plenty in various fields of physics and am curious. i have a feeling this question has been asked and answered before, but i could not find a previous thread, so pointing me to another...
  17. L

    Question regarding tensors derive acceleration in polar form

    I'm having trouble with this question. It's from Rindler's Introduction to Special Relativity which I'm going through myself. I'm just starting to learn about tensors. <<<<i) A vector A^i has components \dot{x}, \dot{y} in rectangular Cartesian coordinates; what are its components in polar...
  18. J

    Decomposing B_{ij} into Symmetric and Antisymmetric Tensors

    show that B_{ij} can be written as the sum of a symmetric tensor B^S_{ij} and an antisymmetric tensor B^A_{ij} i don't know how to do this one. for a symmetric tensor we have B^S_{ij} = B^S_{ji} and for an antisymmetric tensor we have B^A_{ij} = -B^A_{ji} the only thing my book...
  19. A

    Inertia tensors (moment of inertia) code

    inertia tensors (moment of inertia) for a game Hello, physics gurus! I'm trying to write a little 2D game that uses physics for more dynamism. Part of this game involves shapes bouncing around and reacting to forces, each other, etc. Each shape that can interact is a set of one or more...
  20. J

    How to write matrices as tensors

    I have some simple questions on how to write matrices as tensors. 1. \left(\begin{array}{cc}a_1\\a_2\end{array}\right)+ \left(\begin{array}{cc}b_1\\b_2\end{array}\right)= \left(\begin{array}{cc}c_1\\c_2\end{array}\right) is this equivalent to A^j + B^j = C^j with j = 1,2...
  21. B

    So confused: Tensors and reletivistic cosmology

    I'm on the verge of ripping my hair out :mad: I understand the basics of tensors but I just can't get my head around the need have having contra and covariant vectors.. what is the point??! A vector is a vector right? why have a sub and superscripts why can't they just stick to one or the...
  22. P

    Writing tensors in a different way?

    Hi all, I have 2 tensors of rank 2. I want to write their product in a way else than a matrix. Or let's say, for example: how can I write the electic field in a form of matrix (tensor)? Thanks
  23. S

    Rank 2 covariant tensors and dimesionality

    I've already handed in my (I can only assume) incorrect solution, but I just felt like posting, though I'm not sure if anyone will be able to help. I have a rank-2 covariant tensor, T sub i,j. This can be written in the form of t sub i,j + alpha*metric tensor*T super k, sub k (I hope my...
  24. Q

    Tensors & Differential Geometry - What are lie groups?

    Tensors & Differential Geometry -- What are lie groups? I've heard a lot about "lie groups" on this section of the forum, and was wondering what they are and if someone could explain it in simple terms. Thank you.
  25. G

    Tensors & Manifolds: Best Intro Book for Beginners

    whats a good intro book to tensors and manifolds?
  26. D

    Exploring Tensor Equations and Metric Tensor Properties in General Relativity

    I'm reading in on the subject of General Relativity and came across a few things I don't understand. First of all I'm not sure where the following rule comes from, and maybe someone can explain or derive it for me: \eta^{\mu \beta} h_{\nu \sigma,\beta} = h_{\nu \sigma}^{,\mu} And I also...
  27. R

    What are some practical applications of tensors in physics and mathematics?

    Hi all. This is my first post. w00t! I'm just starting my sophmore year at university an I am trying to get ahead in physics, however I have hit a roadblock on tensors. I read all your posts in the 'what is a tensor' threads and I have a little better idea of what a tensor is, but I am...
  28. J

    Tensors may be considered a special class

    I once read that tensors may be considered a special class of a more general class of entities called 'holors.' It was just a parenthetical comment; no further information was supplied. Can anybody fill me in on this topic? In what sense is holor a generalization of tensor? What branches of...
  29. S

    Is learning Tensors necessary for understanding Special Relativity?

    What began as a highly motivated inquiry into understanding Special Relativity has come to a grinding halt on Tensors. I hadn't heard the term before yesterday; now I've spiraled so far away from the topic of SR that I'm wholly determined to learn Tensors FIRST because I believe they're very...
  30. S

    Metric Tensor & 4-Vector: Unit of Measurement

    Event Vector: [ sec, m, m, m ] or [sec, light-sec, ..] 00th component of metric tensor : m^2/sec^2. iith components of metric tensor : 1. 0ith or i0th components of metric tensor: m/sec. 4-velocity: [ 1, m/sec, .. ] 4-momentum; [kg, kg*m/sec, .. ] 4-Force : [ kg/sec, kg*m/sec^2...
  31. A

    QM problem, operators and tensors math

    Let \mathbf{S} = \mbox{$\frac {1}{2}$}(\sigma_1 + \sigma_2) be the total spin of a system of two spin-(1/2) particles. a) Show that \mathbf{P} \equiv (\mathbf{S} \cdot \mathbf{r})^2 / {r^2} is a projection operator b) Show that tensor operator S_1_2 = 2(3P - \mathbf{S}^2) satisfies S_1_2...
  32. A

    Gauge Groups, Riemann Tensors & Conformal Invariance in GR & QG

    In trying to get my head round GR and quantum gravity, I'm puzzled about the following questions: Is the gauge group for gravity defined as the group of all possible Weyl tensors on a general 4D Riemann manifold? How is this group defined in matrix algebra? Is it a subgroup of GL(4). How do...
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