Tensor notation Definition and 56 Threads
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I How do Tensors "work" in relation to linear algebraic objects?
I've been reviewing some introductory tensor stuff, and I've come to the realization that some of the things tensors do confuse me. For example, the notes I'm reading say that the invariant interval is both ##S=\eta_{\mu\nu} x^\mu x^nu## and ##S=x^T \eta x##. Both of which are totally fine on...- Sciencemaster
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- Four vectors Linear algebra Special relativity Tensor algebra Tensor notation
- Replies: 7
- Forum: Special and General Relativity
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I SR: GA Multivector vs. Tensor notation, Maxwell's equations
Geometric algebra (a subset of Clifford algebra) can be consistently used for all branches of physics, that are based on Euclidean space+time or Minkowski spacetime. It uses the following concepts for Minkowski spacetime: Geometric product (Dot product + Wedge product) Multivectors ( = scalar +...- Sagittarius A-Star
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- Geometric algebra Maxwells equations Tensor notation
- Replies: 7
- Forum: Special and General Relativity
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I When can I commute the 4-gradient and the "space-time" integral?
Let's say I have the following situation $$I = \dfrac{\partial}{\partial x^{\alpha}}\int e^{k_{\mu}x^{\mu}} \;d^4k$$ Would I be able to commute the integral and the partial derivative? If so, why is that? In the same line of thought, in the situation I'm able to commute, would the result of...- tannhaus
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- Classical field theory Field theory Tensor calculus Tensor notation
- Replies: 2
- Forum: Differential Geometry
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I Terminologies used to describe tensor product of vector spaces
Hi, I'm in trouble with the different terminologies used for tensor product of two vectors. Namely a dyadic tensor product of vectors ##u, v \in V## is written as ##u \otimes v##. It is basically a bi-linear map defined on the cartesian product ##V^* \times V^* \rightarrow \mathbb R##. From a...- cianfa72
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- Dual basis Dual spaces Tensor algebra Tensor notation Tensor product
- Replies: 7
- Forum: Linear and Abstract Algebra
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Engineering Tensor form of linear Hooke's law with E and v
Actually, this is not homework, but I think I need help like homework. It was raised from the notice that there is no tensor form of linear Hooke's law in terms of Young's modulus E, and Poission's ratio, v. For example, if we use lame parameters, we have G, \lambda, like The linear Hooke's...- miraboreasu
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- Tensor notation
- Replies: 3
- Forum: Engineering and Comp Sci Homework Help
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B Array Representation Of A General Tensor Question
So, I've been watching eigenchris's video series "Tensors for Beginners" on YouTube. I am currently on video 14. I, in the position of a complete beginner, am taking notes on it, and I just wanted to make sure I wasn't misinterpreting anything. At about 5:50, he states that "The array for Q is...- Vanilla Gorilla
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- Array General Linear algebra Representation Tensor Tensor notation Tensor product
- Replies: 2
- Forum: Linear and Abstract Algebra
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B Transformation Rules For A General Tensor M
So, I've been watching eigenchris's video series "Tensors for Beginners" on YouTube. I am currently on video 14. I am a complete beginner and just want some clarification on if I'm truly understanding the material. Basically, is everything below this correct? In summary of the derivation of the...- Vanilla Gorilla
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- General Linear algebra Rules Tensor Tensor notation Tensor product Transformation
- Replies: 1
- Forum: Linear and Abstract Algebra
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B Beginner Einstein Notation Question On Summation In Regards To Index
So, I have recently been trying to learn how to work with tensors. In doing this, I have come across Einstein Notation. Below is my question. $$(a_i x_i)_{e}= (\sum_{i=1}^3 a_i x_i)_r=(a_1 x_1+a_2 x_2+a_3 x_3)_r$$; note that the following expression is in three dimensions, and I use the...- Vanilla Gorilla
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- Beginner Einstein Einstein notation Index Notation Summation Tensor Tensor notation
- Replies: 2
- Forum: Linear and Abstract Algebra
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I Usage of First Order Elastic Constants in Soft Body Equations
Hi, I have some soft body equations that require first order elasticity constants. Just trying to figure out the proper indexing. From Finite Elements of Nonlinear Continua by J.T. Oden, the elastic constants I am trying to obtain are the first order, circled below: My particular constitutive...- doenn1616
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- Body Constants Continuum mechanics Elastic Finite element analysis First order Matrix Tensor notation
- Replies: 3
- Forum: Other Physics Topics
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I A little clarification on Cartesian tensor notation
Goldstein pg 192, 2 edIn a Cartesian three-dimensional space, a tensor ##\mathrm{T}## of the ##N## th rank may be defined for our purposes as a quantity having ##3^{N}## components ##T_{i j k}##.. (with ##N## indices) that transform under an orthogonal transformation of coordinates... -
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I Purpose of Tensors, Indices in Tensor Calculus Explained
I would like to know what is the utility or purpose for which the elements below were defined in the Tensor Calculus. They are things that I think I understand how they work, but whose purpose I do not see clearly, so I would appreciate if someone could give me some clue about it. Tensors. As...- AndersF
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- Calculus Doubt Elements Tensor Tensor algebra Tensor calculus Tensor notation
- Replies: 10
- Forum: Special and General Relativity
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I Expressing Vectors of Dual Basis w/Metric Tensor
I'm trying to understand why it is possible to express vectors ##\mathbf{e}^i## of the dual basis in terms of the vectors ##\mathbf{e}_j## of the original basis through the dual metric tensor ##g^{ij}##, and vice versa, in these ways: ##\mathbf{e}^i=g^{ij}\mathbf{e}_j##...- AndersF
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- Basis Dual Dual basis Metric Metric tensor Tensor Tensor algebra Tensor notation Tensors Vectors
- Replies: 8
- Forum: Special and General Relativity
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On the Validity of Swapping Dummy Indices in Tensor Manipulation
Property (a) simply states that a second rank tensor that vanishes in one frame vanishes in all frames related by rotations. I am supposed to prove: ##T_{i_1 i_2} - T_{i_2 i_1} = 0 \implies T_{i_1 i_2}' - T_{i_2 i_1}' = 0## Here's my solution. Consider, $$T_{i_1 i_2}' - T_{i_2 i_1}' = r_{i_1...- Wannabe Physicist
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- Indices Manipulation Tensor Tensor algebra Tensor notation
- Replies: 2
- Forum: Advanced Physics Homework Help
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A Understanding Tensor Notation: What is the Difference?
I am struggling with tensor notation. For instance sometimes teacher uses \Lambda^{\nu}_{\hspace{0.2cm}\mu} and sometimes \Lambda^{\hspace{0.2cm}\nu}_{\mu}. Can you explain to me the difference? These spacings I can not understand. What is the difference between...- LagrangeEuler
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- Difference Notation Tensor Tensor notation
- Replies: 16
- Forum: Special and General Relativity
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A Inquiry on Matrix Tensor Notation & Meaning in Curved Spacetime
So if ##P_{0}## is an event, and I have ##\mathcal {g_{\mu\nu}(P_{0})}=0## and ##\mathcal {g_{\mu\nu,\alpha\beta}(P_{0})}\neq0##, does this notation mean ##\partial\alpha\partial\beta## or simply ##\partial(\alpha\beta)##? And what is the significance of it? Why can't it be zero in curved spacetime?- berlinspeed
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- Matrix Notation Tensor Tensor notation
- Replies: 10
- Forum: Special and General Relativity
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How Does Gauge Symmetry Allow Solutions to the Lorentz Gauge Condition?
hi, I'm currently taking a classical field theory class (electromagnetism in the language of tensors and actions and etc) and we have just encountered the gauge symmetry, that is for the 4 vector potential we can add a gradient of some smooth function and get the same physics (if we take Aμ →...- QuasarBoy543298
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- Classical Classical field theory Electromagentic Field Field theory Gauge Gauge symmetry Symmetry Tensor notation Theory
- Replies: 3
- Forum: Electromagnetism
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A Riemann Tensor Notation Explained | Choquet-Bruhat GR
Hello I have been going through the cosmology chapter in Choquet Bruhats GR and Einstein equations and in definition 3.1 of chapter 5 she defines the sectional curvature with a Riemann( X, Y;X, Y) (X and Y two vectors) I don't understand this notation, regarding the use of the semi colon, is it...- Maddddd
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- Gr Notation Riemann Riemman Tensor Tensor notation
- Replies: 1
- Forum: Special and General Relativity
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I Sum Maxwell Lagrangian 1st Term: Use Minus Signs?
So the first term of the Lagrangian is proportional to ##{F_{\mu \nu}}{F^{\mu \nu}}##. I wrote out the matrices for ##{F_{\mu \nu}}## and ##{F^{\mu \nu}}## and multiplied at the terms together and added them up, but some of the terms didn't cancel like they should have. Should I have used minus...- Gene Naden
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- Field Lagrangian Lagrangian density Maxwell Relativity Sum Tensor notation Term
- Replies: 7
- Forum: Special and General Relativity
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I Maxwell's Eqs. & Tensor Notation
In one of our lectures we wrote Maxwell's equations as (with ##c=1##) ##\partial_\mu F^{\mu \nu} = 4\pi J^\nu## ##\partial_\mu F_{\nu \rho} + \partial_\nu F_{\rho \mu} + \partial_\rho F_{\mu \nu} = 0## where the E.M. tensor is ## F^{\mu \nu} = \begin{pmatrix} 0 & -B_3 & B_2 & E_1\\ B_3 & 0 &...- Incand
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- Maxwell's equations Notation Tensor Tensor notation
- Replies: 7
- Forum: Special and General Relativity
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Help with tensor formulation of special relativity
Homework Statement Hi, I can't seem to understand the following formula in my professor's lecture notes: F_αβ = g_αγ*g_βδ*F^(γδ) Homework Equations Where g_αβ is the diagonal matrix in 4 dimensions with g_00 = 1 and g_11 = g_22 = g_33 = -1 and F^(γδ) is the electromagnetic tensor with c=1...- lonewolf219
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- Maxwell equations Relativity Special relativity Tensor Tensor notation
- Replies: 1
- Forum: Advanced Physics Homework Help
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A Is the Dual Vector in Wald's Abstract Tensor Notation a Contraction?
In Wald's "General Relativity", in his section on abstract tensor notation, he let's g_{ab} denote the metric tensor. When applied to a vector v^a, we get a dual vector, because g_{ab}(v^a, \cdot) is just a dual vector. Okay cool. But then he says that this dual vector is actually g_{ab}v^b...- JonnyG
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- Abstract Notation Tensor Tensor notation
- Replies: 8
- Forum: Differential Geometry
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Maxwell equations from tensor notation to component notation
Homework Statement Verify that ##\partial_{\mu}F_{\nu\lambda}+\partial_{\nu}F_{\lambda\mu}+\partial_{\lambda}F_{\mu\nu}## is equivalent to ##\partial_{[\mu}F_{\nu\lambda]}=0##, and that they are both equivalent to ##\tilde{\epsilon}^{ijk}\partial_{j}E_{k}+\partial_{0}B^{i}=0## and...- spaghetti3451
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- Component Maxwell Maxwell equations Notation Tensor Tensor notation
- Replies: 1
- Forum: Advanced Physics Homework Help
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A good book for tensor notation....
I am doing my M.sc in physics.. In my course I have classical field theory and electrodynamics... I need to learn tensor notations to understand the above subjects... Please tell me about some good introductory books to learn tensor notation to handle things in electrodynamics and classical...- Mrinmoy Naskar
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- Book Notation Tensor Tensor notation
- Replies: 5
- Forum: Science and Math Textbooks
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Proving K+U is constant with tensor notation.
Suppose we have a system of particles that interact via conservative forces. I wish to prove that ##K+U## is a constant of the system with tensor analysis. Here is my procedure: The Lagrangian is ##L=\frac{1}{2}m_i\dot{ r_i}^2-\Phi## Lagrange's equations ##\frac{d}{dt}(\frac{\partial...- davidbenari
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- Constant Notation Tensor Tensor notation
- Replies: 1
- Forum: General Math
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Charged particle in a B field, tensor notation
Homework Statement A charged particle of charge q with arbitrary velocity ##\vec v_0## enters a region with a constant ##\vec B_0## field. 1)Write down the covariant equations of motion for the particle, without considering the radiation of the particle. 2)Find ##x^\mu (\tau)## 3)Find the...- fluidistic
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- B field Charged Charged particle Field Notation Particle Tensor Tensor notation
- Replies: 6
- Forum: Advanced Physics Homework Help
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Differentiating Lagrangian in Tensor Notation
Homework Statement Hi all, I'm trying to learn how to manipulate tensors and in particular to differentiate expressions. I was looking at a Lagrangian density and trying to apply the Euler-Lagrange equations to it. Homework Equations Lagrangian density: \mathcal{L} = -\frac{1}{2}...- JackDP
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- Differentiating Lagrangian Notation Tensor Tensor notation
- Replies: 3
- Forum: Advanced Physics Homework Help
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Question about tensor notation convention as used in SR/GR
When writing ##A_{a}\text{ }^{b}## one means ''The element on the a-th row and b-th column of the TRANSPOSE of A" right? Such that ##A_{a}\text{ } ^{b}= A^{b}\text{ } _{a}## ? I would just like a confirmation so I'm not learning the convention in a wrong manner.- Coffee_
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- Convention Notation Tensor Tensor notation
- Replies: 12
- Forum: Special and General Relativity
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Killing tensor notation quick questions
My notes read that, the quantity ##K^{2}=K_{uv}V^{u}V^{v}## is constant along geodesics, where ##K## is a killing vector. I know my definition that the quantity on the RHS is conserved, I'm just wondering why do we call it ##K^{2}##, rather than anything else? In analogy to a killing vector, if...- binbagsss
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- Notation Tensor Tensor notation
- Replies: 1
- Forum: Calculus and Beyond Homework Help
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Difference between mixed tensor notation
Hi, Can someone explain the difference between, say, \Lambda_\nu^\mu, {\Lambda_\nu}^\mu and {\Lambda^\mu}_\nu (i.e. the positioning of the contravariant and covariant indices)? I have found...- blankvin
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- Difference Mixed Notation Tensor Tensor notation
- Replies: 2
- Forum: Differential Geometry
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Is there a convention for horizontally shifting indices in tensor notation?
Hi, I'm teaching myself tensor analysis and am worried about a notational device I can't find any explanation of (I'm primarily using the Jeevanjee and Renteln texts). Given that the contravariant/covariant indices of a (1,1) tensor correspond to the row/column indices of its matrix...- JohnBell5713
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- Notation Tensor Tensor notation
- Replies: 1
- Forum: Calculus and Beyond Homework Help
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Tensor Notation and derivatives
Hi folks. Hope that you can help me. I have an equation, that has been rewritten, and i don't see how: has been rewritten to: Can someone explain me how? Or can someone just tell me if this is correct in tensor notation: σij,jζui = (σijζui),j really hope, that...- emirates
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- Derivatives Notation Tensor Tensor notation
- Replies: 7
- Forum: Mechanical Engineering
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MHB Proving vector calculus identities w/ tensor notation
I have an vector calculus identity to prove and I need to use vector notation to do it. The identity is $$\vec{\nabla}(fg)=f\vec{\nabla}{g}+g\vec{\nabla}{f}$$ I tried starting with the left side by writing $\vec{\nabla}(fg)=\nabla_j(fg)$. Now I look and that and it really looks like there is...- skate_nerd
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- Calculus identities Notation Tensor Tensor notation Vector Vector calculus
- Replies: 3
- Forum: Calculus
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Tensor Notation for Triple Scalar Product Squared
Homework Statement Hi all, Here's the problem: Prove, in tensor notation, that the triple scalar product of (A x B), (B x C), and (C x A), is equal to the square of the triple scalar product of A, B, and C. Homework Equations The Attempt at a Solution I started by looking at the triple...- forestmine
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- Notation Product Scalar Scalar product Tensor Tensor notation
- Replies: 5
- Forum: Calculus and Beyond Homework Help
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Magnetic field from vector potential function using tensor notation
Homework Statement We will see (in Chap. 5) that the magnetic field can be derived from a vector potential function as follows: B = ∇×A Show that, in the special case of a uniform magnetic field B_{0} , one possible vector potential function is A = \frac{1}{2}B_{0}×r MUST USE TENSOR NOTATIONm...- thatguy14
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- Field Function Magnetic Magnetic field Notation Potential Tensor Tensor notation Vector Vector potential
- Replies: 17
- Forum: Advanced Physics Homework Help
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MHB Tensor notation for vector product proofs
I am new to tensor notation, but have known how to work with vector calculus for a while now. I understand for the most part how the Levi-Civita and Kronecker Delta symbol work with Einstein summation convention. However there are a few things I'm iffy about. For example, I have a problem where...- skate_nerd
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- Notation Product Proofs Tensor Tensor notation Vector Vector product
- Replies: 11
- Forum: Linear and Abstract Algebra
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Confusion with Einstein tensor notation
Homework Statement I'm confused about writing down the equation: \Lambda \eta \Lambda^{-1} = \eta in the Einstein convention. Homework Equations The answer is: \eta_{\mu\nu}\Lambda^{\mu}{}_{\rho}\Lambda^{\nu}{}_{\sigma} = \eta_{\rho\sigma} However it's strange because there seems...- Loro
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- Confusion Einstein Notation Tensor Tensor notation
- Replies: 4
- Forum: Calculus and Beyond Homework Help
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Commutator with Tensor Notation
Greetings, I would like to find the commutator \left[Lx^2,Ly^2\right] and prove that \left[Lx^2,Ly^2\right]=\left[Ly^2,Lz^2\right]=\left[Lz^2,Lx^2\right] I infer from the cyclic appearance of the indices that using the index notation would be much more compact and insightful to solve the...- Septim
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- Commutator Notation Tensor Tensor notation
- Replies: 11
- Forum: Quantum Physics
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Prove Perpendicularity of (AxB) and A Using Tensor Notation
Homework Statement Prove that (AxB) is perpendicular to A *We know that it is in the definition but this requires an actual proof. This is what I did on the exam because it was quicker than writing out the vectors and crossing and dotting them. Homework Equations X dot Y = 0 when...- bbolddaslove
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- Epsilon Notation Tensor Tensor notation
- Replies: 8
- Forum: Advanced Physics Homework Help
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Maxwell Equations in Tensor Notation
2A\mu=-\muoJ\mu Griffith's Introduction to Electrodynamics refers to this 4-vector equation as "the most elegant (and the simplest) formulation of Maxwell's equations." But does this encapsulate the homogeneous Maxwell Equations? I see how the temporal components lead to Gauss' Law, and I'm...- TheEtherWind
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- Maxwell Maxwell equations Notation Tensor Tensor notation
- Replies: 1
- Forum: Electromagnetism
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What is the constant C for Hodge dual in tensor notation?
So I know that the Hodge dual of a p-form A_{\mu_1 \mu_2\cdot \cdot \cdot \mu_p} in d dimensions is given by (*A)^{\nu_1 \nu_2 \cdot \cdot \cdot \nu_{d-p}} = C\epsilon^{\nu_1 \nu_2 \cdot \cdot \cdot \nu_{d-p}\mu_1 \mu_2 \cdot \cdot \cdot \mu_p}A_{\mu_1 \mu_2\cdot \cdot \cdot \mu_p} where C...- praharmitra
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- Dual Notation Tensor Tensor notation
- Replies: 1
- Forum: Special and General Relativity
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Wedge product in tensor notation
Is the following the definition of wedge product in tensor notation? Let A \equiv A_i be a matrix one form. Then A \wedge A \wedge A \wedge A \wedge A = \epsilon^{abcde}A_a A_b A_c A_d A_e ? in 5 dimensions. This question is in reference to the winding number of maps.- praharmitra
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- Notation Product Tensor Tensor notation Wedge
- Replies: 1
- Forum: Quantum Physics
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Question on tensor notation in group theory
in the appendix on Group Theory in Zee's book there is a discussion of commutations for SO(3) two questions - does [J^{ij},J^{lk}] = J^{ij}*J^{lk}-J^{lk}*J^{ij}? and there is an expression in the appendix that the commutator equals i(\delta^{ik}J^{jl} ... i don't understand the why...- BWV
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- Group Group theory Notation Tensor Tensor notation Theory
- Replies: 1
- Forum: Differential Geometry
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What Do Upper and Lower Indices in Tensor Notation Signify?
Hi, I am very new to general relativity and have only just started to learn how to do some very basic manipulation of tensors. I can understand the methods I am using and have some idea of what a tensor is but am not sure what the difference between upper and lower indices signifies. I can...- taylrl3
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- Notation Tensor Tensor notation
- Replies: 1
- Forum: Special and General Relativity
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What is the significance of square brackets in tensor notation?
What is meant by things like: R_{[abc]} and also things like: \nabla_{[a\nabla_b]} Where you have square brackets in the subscript? Thx- Identity
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- Notation Tensor Tensor notation
- Replies: 4
- Forum: Special and General Relativity
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Solving Tensor Notation Issue Homework
Homework Statement I'm looking at the wikipedia article about four-momentum and I can't seem to get things right. It says Calculating the Minkowski norm of the four-momentum gives a Lorentz invariant quantity equal (up to factors of the ''c'') to the square of the particle's proper mass...- dingo_d
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- Notation Tensor Tensor notation
- Replies: 4
- Forum: Advanced Physics Homework Help
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How Does Tensor Notation Work in Group Theory Calculations?
1. While reading notes on group theory there is a step I could not reproduce although it seems to me it should be straightforward. Probably there is something I am missing on tensor indices notation. Since R is an orthogonal matrix you can... 2 ...go from \epsilon...- christodouloum
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- Notation Stuck Tensor Tensor notation
- Replies: 1
- Forum: Calculus and Beyond Homework Help
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How Do You Convert Complex Tensor Notation to Vector Notation?
Hi, I have the following term in tensor notation \frac{\partial{c}}{\partial{x_i}}\frac{\partial{u_i}}{\partial{x_j}}\frac{\partial{c}}{\partial{x_j}} I'm not sure how to write this in vector notation. Would it be? \nabla{c}\cdot\nabla\boldsymbol{u}\cdot{c} The problem I have...- lostidentity
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- Notation Tensor Tensor notation
- Replies: 5
- Forum: General Math
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Proving vector identities using Cartesian tensor notation
Homework Statement 1. Establish the vector identity \nabla . (B x A) = (\nabla x A).B - A.(\nabla x B) 2. Calculate the partial derivative with respect to x_{k} of the quadratic form A_{rs}x_{r}x_{s} with the A_{rs} all constant, i.e. calculate A_{rs}x_{r}x_{s,k} Homework Equations The...- QuanticEnigma
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- Cartesian identities Notation Tensor Tensor notation Vector Vector identities
- Replies: 1
- Forum: Calculus and Beyond Homework Help
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Diagrammatic Tensor Notation from the Beginning
I've posted this in the Geometry & Topology section, but I believe it will get many more views here, so I'm posting a link Pictures here: https://www.physicsforums.com/showthread.php?t=407776 --- I really liked Penrose's diagrammatic way of writing tensor algebra, so I spent a while...- LukeD
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- Beginning Notation Tensor Tensor notation
- Replies: 1
- Forum: Special and General Relativity
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Diagrammatic Tensor Notation from the Beginning
I really liked Penrose's diagrammatic way of writing Tensor algebra, so I spent a while learning the basic notation. Unfortunately, it took a very long time for me to learn this because there is so little info on it to begin with. I also didn't see much mention of how to use the notation for...- LukeD
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- Beginning Notation Tensor Tensor notation
- Replies: 26
- Forum: Differential Geometry