Another fine article. In engineering school we were taught that the Fourier Transform was an infinite integral applied mainly to non-periodic structures; the term we got, for what you are describing, was Fourier Decomposition. Terminology: always confusing.

I never understood the time domain situation for convolution: why is the kernel moving in the reverse direction time-wise (the prof didn’t even attempt to explain that)? This is non-intuitive.