That is a very wild shape indeed. I wonder if there is some analytical way to derive these or if some type of search algorithm will remain the best way.
Given the elegance of the wave equation, I like to imagine there are solutions with some sort of symmetry and structure. We are unfortunately missing the tools and knowledge to find these solutions today!