The most famous version of packing problems deals with perfectly symmetrical shapes such as spheres. But how about anisotropic shapes? More prcisely, if we want to compare spherocylinders (cylinders with spherical caps) with ellipsoids, individually, to my understanding an ellipsoid and a spherocylibder have the same symnetries from a group theoretic point of view. But does anything change if we now consider the packing of many of such objects? That is, do two ellipsoids, compared to two spherocylinders, exhibit different symmetrical or packing properties?
Not a direct answer, but this paper indicates considerable differences between packing densities of ellipsoids and spherocylinders, for both random and ordered packings. So, under one interpretation, the answer to your question, "does anything change?" is Yes. (But perhaps that's not what you mean by "anything.")
- Li, S., Zhao, J., Lu, P., & Xie, Y. (2010). Maximum packing densities of basic 3D objects. Chinese Science Bulletin, 55(2), 114-119. ResearchGate link.
Abstract. Numerical simulation results show that the upper bound order of random packing densities of basic 3D objects is cube (0.78) > ellipsoid (0.74) > cylinder (0.72) > spherocylinder (0.69) > tetrahedron (0.68) > cone (0.67) > sphere (0.64), while the upper bound order of ordered packing densities of basic 3D objects is cube (1.0) > cylinder and spherocylinder (0.9069) > cone (0.7854) > tetrahedron (0.7820) > ellipsoid (0.7707) > sphere (0.7405); these two orders are significantly different. The random packing densities of ellipsoid, cylinder, spherocylinder, tetrahedron and cone are closely related to their shapes. The optimal aspect ratios of these objects which give the highest packing densities are ellipsoid (axes ratio = 0.8:1:1.25), cylinder (height/diameter = 0.9), spherocylinder (height of cylinder part/diameter = 0.35), tetrahedron (regular tetrahedron) and cone (height/bottom diameter = 0.8).
Just for fun, here's a nice image of two different random spherocylinders packings, from: Ferreiro-Córdova, Claudia, and Jeroen S. van Duijneveldt. "Random packing of hard spherocylinders." Journal of Chemical & Engineering Data 59.10 (2014): 3055-3060. Journal link.
Update (in response to comment: "is there any intuition as to how the shape of ellipsoid allows for other types of packing?"). See the figure below from the indicated paper, showing that "a remarkable maximum density of 0.7707 is achieved ..., when each ellipsoid has 14 touching neighbors."
Donev, A., Stillinger, F. H., Chaikin, P. M., & Torquato, S. (2004). Unusually dense crystal packings of ellipsoids.
Physical Review Letters, 92(25), 255506. PDF download.