Using One Teams Application you can join only one Teams Call. You can always join one call from the Teams Desktop Application and the second call from the Microsoft Teams Web Application. The only issues I see would be for moderation. If you have handful of people joining to both the meeting this is doable. But if this are large would recommend to keep it separate.
As an alternative in case you want to run multiple teams application on the desktop here is the below link for the reference.