Abstract
Graphs with coupled numerical structures (spin-graphs) are objects little studied (due to their complexity) in mathematical rigor and rich in examples of modeling phenomena in various research areas. The main objectives of this project are (1) the study of random processes in some spin-graph spaces, (2) the representation of neural networks as spin-graphs, and (3) the adaptation of an opt…