Graph Neural Networks, Cell Complex Nets, Cxns, Simplicial Complex, Editors Pick.
Combinatorically, they can be described via a sequence of boundary maps, roughly speaking, describe the way (n-1) cell are adjacent to n cells. The following are the first two boundary maps for the cell complex given in the lower part of the Figure. Note that there are two boundary matrices here