The Head of State met Mr Biden's predecessor Donald Trump when he made a state visit to the UK in June 2019, in the last days of Theresa May's premiership.
The President and First Lady Jill Biden sent their condolences to the Queen following the death of her husband, the Duke of Edinburgh, in April.
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Mr Biden and his wife said they were keeping the royal family "in our hearts during this time".
