The best PS2 emulator for Android is AetherSX2. This emulator will allow you to play PS2 games on your Android phone.
All you need to do is install the app through the Google Play Store, then obtain a game disc image which can be booted straight away. No additional BIOS is required as AetherSX2 has its own built-in BIOS.