Tensor Product

A tensor product combines two vector spaces (or matrices) into a new, larger space that encodes all possible pairwise combinations of their elements. If one space has dimension *m* and the other *n*, the tensor product space has dimension *m × n*. In matrix terms, it generalizes the outer product, producing a block matrix that represents how elements from one space interact with elements of another.