To disable the visual bell for the current screen instance, hit:
CTRL+A, CTRL+G
For a permanent fix, put the following into the ~/.screenrc file
vbell_msg "bell: window ~%" # Message for visual bell vbellwait 2 # Seconds to pause the screen for visual bell vbell off # Turns visual bell off