Yes, there is. But there is only one overnight train from Beijing to Qufu. You can take it at Beijing Railway Station. The train no. is K51. It runs 8 hours and 17 minutes to get to Qufu. In late July, the weather is still hot. You can pack some summerwear like Ti shirts and skirts.