A computer device may be configured to execute the instructions to identify a location for a user equipment (UE) device serviced by a base station slice associated with a base station; access a beam forming database (DB) to determine whether a match exists in the beam forming DB for the identified location; and determine that no match exists in the beam forming DB for the identified location. The computer device may be further configured to perform two-dimensional modeling of radio frequency signal propagation for the identified location using a terrain model, based on determining that no match exists in the beam forming DB for the identified location; determine antenna settings for an antenna array associated with the base station slice based on the performed two-dimensional modeling; and instruct the base station to apply the determined antenna settings to the antenna array.