The current developers of RPCS3 have stated that they will not work on an Android port due to toxicity in the community, but that hasn’t stopped other developers from taking up the mantle.

The PS3's complexity extends to emulation but is made easier with the RPCS3 emulator ... with Steam Deck's OS, and creating one will allow you to install other third-party apps via the Steam ...