The Apple Watch constantly closes out and only way to get the heart rate function back is starting a new workout , which than erases the calories and time in the phone app.

If the app is open on your phone, starting a workout on the watch ,it should automatically connect to the data in the phone app and sync to that, and not erase it or start a new workout .