If you have root access, you can replace the NotoColorEmoji.ttf file in /system/fonts/ with Apple’s file.
Scaling: Because these are bitmap-based, they can look blurry if scaled to extremely large sizes compared to vector-based fonts. apple color emoji font download
System Updates: Windows updates often reset font substitutions, meaning you might have to re-apply your settings after a big patch. If you have root access, you can replace the NotoColorEmoji