Interpretation of tensor indices

In summary, the physical interpretation of tensor indices depends on the application. Susceptibility has one input and one output vector, while a 3-index tensor could have two different input vectors and one output vector, and a 4-index tensor could have two different input vectors and one output vector, but an identical tensor could act on three different vectors.
  • #1
Niles
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Hi

I am trying to figure out the physical interpretation of tensor indices. E.g., if we have an anisotropic material, then the tensor element of the susceptibility xx,y gives the response in the x-direction of an electric field in the y-direction.

Lets not go up one dimension and look at e.g. xx,y,z. This I guess gives the response in the x-direction of an electric field in the y- and z-direction?


Niles.
 
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  • #2
Hi Niles! :smile:
Niles said:
I am trying to figure out the physical interpretation of tensor indices.

It depends what you apply them to.

Susceptibility has one input vector and one output vector.

A 3-index tensor could have two different input vectors and one output vector, or one input vector used twice, and one output vector, or vice versa.

For a 4-index example, take the geodesic deviation equation:

[tex]\frac{D^2\,\delta x^{\alpha}}{D\tau^2}\ =\ -\,R^{\alpha}_{\ \mu\beta\sigma}\,V^{\mu}\,V^{\sigma}\,\delta x^{\beta}[/tex]

Here, the 4-index tensor R acts on x, and on V twice (that's two input vectors of which one is used twice, and one output vector), but an identical tensor could conceivably act on three different vectors. :wink:
 

Related to Interpretation of tensor indices

1. What are tensor indices and why are they important in interpretation?

Tensor indices are numerical labels used to identify the components of a tensor. They are important in interpretation because they allow us to perform mathematical operations on tensors and analyze their properties.

2. How are tensor indices represented and written?

Tensor indices are typically represented as superscripts and subscripts, such as Tijkl. They are written in this way to represent the different directions or axes of a tensor.

3. What is the significance of the order of tensor indices?

The order of tensor indices is significant in determining the number of dimensions of a tensor. For example, a tensor with two indices, Tij, would represent a 2-dimensional tensor, while a tensor with three indices, Tijk, would represent a 3-dimensional tensor.

4. How do we interpret the values of tensor indices?

The values of tensor indices represent the components of a tensor in a particular coordinate system. They can be interpreted as the magnitude and direction of a physical quantity, such as velocity or stress, in a specific direction.

5. Can tensor indices be raised and lowered?

Yes, tensor indices can be raised and lowered using the metric tensor. Raising an index involves multiplying the tensor by the inverse of the metric tensor, while lowering an index involves multiplying by the metric tensor itself. This operation is important for performing mathematical operations on tensors.

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