Is it possible to securely connect 20AWG wire to CR2 battery terminals?
Use a proper CR2 battery holder.  This will use spring pressure against the contacts for good connection, and you can easily change the battery when necessary.

Definitely do not try to solder wires to the battery.

Examples:

EBay

Keyelco

Misumi