“There is no substantive evidence that Einstein wrote or spoke the statement above. It is listed within a section called “Misattributed to Einstein” in the comprehensive reference “The Ultimate Quotable Einstein” from Princeton University Press.”

So No. I also was always very irritated by this quote, because from a scientific point of view this is rather incorrect, as (like you said) experiments need to be repeated, to verify the results.