Memory is one limiting factor, needing over 512 Gb is not uncommon. But complex physics like chemical reactions, particle tracking, any user field functions,

Memory is one limiting factor, needing over 512 Gb is not uncommon. But complex physics like chemical reactions, particle tracking, any user field functions, is probably what is tricky to implement on a GPU.