Any ways to find past week blocking session
Unless you are collecting the data in some way (monitoring tool, etc), you aren't going to be able to find the blocking session from a week ago or any time in the past.

Start collecting current activity to a table using sp_WhoIsActive. You can use this method to do it (I wrote the post).