  In cell-free wireless networks, multiple connectivity options and
technologies are available to serve each user. Traditionally, such options are
ranked and selected solely based on the network performance they yield;
however, additional information such as electromagnetic field (EMF) exposure
could be considered. In this work, we explore the trade-offs between network
performance and EMF exposure in a typical indoor scenario, finding that it is
possible to significantly reduce the latter with a minor impact on the former.
We further find that surrogate models represent an efficient and effective tool
to model the network behavior.
