Tensor Product Explained - Examples Included

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The tensor product is a method for creating a new tensor from existing tensors, represented by the relation TP = A@B@C@D@.... The "@" symbol denotes the product operator, functioning similarly to multiplication. When tensors A, B, C, and D are vectors, the tensor product TP can be evaluated using 1-forms m, n, o, and p, resulting in TP(m,n,o,p) = A(m)@B(n)@C(o)@D(p). This operation defines TP as a tensor of rank 4, as it takes four 1-forms as input. The example provided illustrates the concept of the tensor product effectively.
Ragnar
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Could someone tell me what the tensor product is and give an example?
 
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Ragnar said:
Could someone tell me what the tensor product is and give an example?
The tensor product is a way of formulating a new tensor from other tensors. If you are given the tensors A, B, C, D, ... then the tensor product TP is also a tensor and is represented by the relation

TP = A@B@C@D@...

The "@" is being used for the product operator which is a symbol which actually looks like an x surrounded by a zero. Suppose A, B, C, D are vectors. We feed in the 1-forms m, n, o, p as follows

TP(m,n,o,p) = A(m)@B(n)@C(o)@D(p)

The value of the tensor TP on the one forms is defined in this way. An example is really trivial and you can call the above an example. The tensors don't need to be vectors on the right. They just need to be tensors. Notice that TP is a tensor of rank 4 since it takes in 4 1-forms.

Pete
 

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