This work represents a first step in the definition of a framework aimed at finding. by means of efficient global optimization based on metamodels. an optimal configuration of physical parameters for the ICON (ICOsahedral Nonhydrostatic) Limited Area Mode at high resolution (about 1. 1 km) over Southern Italy. https://www.roneverhart.com/9725/