I'd use the plural. Otherwise, what's to flow? "Flow" implies some kind of sequence, so it would probably be a series of events - unless you're thinking of an event which has "within it" several "mini-events."
Are we thinking "technology" here - that is, flow charts? If so, it would be more natural to say "below are are flow charts of the events."