Unfortunately not since the game is optimized for PC. Android is something I don't have much control over since it's Renpy that builds that version. It works good for the majority of phones but sadly not all of them and I'm not sure why that is. Possibly it's due to file size and with the amount of animations probably overloading the active memory storage (RAM).
There's been a modder that got the Android version down to 1.5GB, possibly that version may work.