Interpretation of tensor indices

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SUMMARY

The discussion focuses on the physical interpretation of tensor indices, particularly in the context of anisotropic materials and susceptibility tensors. It clarifies that a tensor element, such as susceptibility xx,y, indicates the response in the x-direction to an electric field applied in the y-direction. The conversation further explores higher-dimensional tensors, explaining that a 3-index tensor can involve multiple input vectors and a single output vector, while a 4-index tensor, like the one in the geodesic deviation equation, can act on different combinations of input vectors.

PREREQUISITES
  • Understanding of tensor notation and indices
  • Familiarity with anisotropic materials and their properties
  • Knowledge of susceptibility tensors in physics
  • Basic grasp of geodesic deviation equations in general relativity
NEXT STEPS
  • Study the physical implications of anisotropic materials in engineering
  • Learn about the mathematical formulation of susceptibility tensors
  • Explore the applications of 3-index and 4-index tensors in physics
  • Investigate the geodesic deviation equation and its significance in general relativity
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Physicists, materials scientists, and engineers interested in the applications of tensor analysis in material properties and general relativity.

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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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:
 

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