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I think we're just on different definitions of visuals. Mine was "lots of images that tell a story, rather than arguing a proof or hammering out the details", and yours was likely "animations of 3d structures showing a scene". My mistake?
Try #2: The Protein Data Bank has molecule of the month. This month's is a bit unspectacular, but previously they've done some cool exhibits like how Ebola's seven genes form the virus
If you like that, the author / artist, David Goodsell, does a lot more in the same vein: Website, Book