Probably. We just bought tickets there. You can look on their website or call. Very nice place to visit. Check if there is any event. If so, you won't be able to see the Chapel.
https://www.garvangardens.org/purchase_tickets/default.aspx. According to the post at the link above it is not possible to purchase tickets in advance at this time.
You can order online ahead of time
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