Exact expressions of mean first-passage times and splitting   probabilities for random walks in bounded rectangular domains
  We give exact and explicit expressions of mean first-passage times for random walks in a rectangular domain, in both cases of reflecting boundary conditions and periodic boundary conditions. The situations with one or two absorbing targets are considered. 
S. Condamin and O. Benichou