Yes it does, as EAP is transparent for the authentication method used inside. You need to have a RADIUS server that binds into the SIM provider HLR to access the SIM data/keys.
BTW EAP-SIM is used in GSM/second generation networks, where starting 3G it is replaced by EAP-AKA.