A method, based on First-Principles strategies, for computing the magnetic exchange constant in mixed systems is presented. With the obtained fundamental parameters computed, hierarchical multiscale simulations have been conducted on Fe–Ni core–shell nanorods, and novel magnetic states as well as reversal processes are reported.