Hi @qpymasdf ,
Welcome to our forum!
Do you have back up? If you do, you can recover the calendar items from the back up.
If you don't, you can find them from deleted items or recover items remove from deleted items.
More information in this official article for your reference: Recover deleted items in Outlook for Windows
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