Thinking in AI terms. Looking at standard battery with its rolled layers I wonder. Could you get inspired by the magnetic field lines of a magnet and some iron Filings.
I admit its kind of weak connection but in the mind of an AI I imagine it doesn’t matter.
So the magnetic field lines create layers of some kind. This should be important.