I'm a French PhD student in a US University. I'm going abroad for 3 weeks. Do I need a transcript to re-enter the US along with my F1 visa and I-20 form? If so does the transcript have to be official?
No, you don't need a transcript. Here is the list of the requirements from the US Immigration and Customs Enforcement website: