In 1948 he was part of a delegation that went to London to lobby at the 1948 Summer Olympics for Melbourne to host the 1956 Summer Olympics. In 1949 Melbourne won the hosting rights and Beaurepaire was again re-elected as Lord Mayor. He hoped that he could preside over the Games. However, he died of a heart attack in the barber's chair at the Hotel Windsor, just seven months before the Games. His son, Ian Francis Beaurepaire, was also a Lord Mayor of Melbourne.