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Is there any difference between tensor product and Kronecker Product?

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The two notions represent operations on different objects: Kronecker product on matrices; tensor product on linear maps between vector spaces.

But there is a connection: Given two matrices, we can think of them as representing linear maps between vector spaces equipped with a chosen basis.

The Kronecker product of the two matrices then represents the tensor product of the two linear maps.

(This claim makes sense because the tensor product of two vector spaces with distinguished bases comes with a distinguish basis.)

All this and more is explained on wikipedia.

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    @MikeWilliamson Linear maps are in some sense more general than matrices. They are also different (types of) objects, even though matrices can be used to represent _some_ linear maps. The matrix representation of a particular linear map depends on the choice of basis of the domain and target space, for example, whereas the linear map itself is invariant under such choices. On the other hand a matrix can also represent a bilinear form, not just a linear map. Consider reading Axler's _Linear Algebra Done Right_ for a good explanation of some of such subtleties.2017-10-18