No, we only have back to to January 2010. However you can go to EBSCOhost and select Publications and you will find full text articlies of Popular Science back to 2002. Each article can be read online.
Go to www.allencc.edu then LIbrary. There you may select Database Access, then EBSCOhost. YOu will need to log in with your student ID# and password (like myAllen).
When you reach EBSCOhost search page in the upper area, click on Publications, then search for Popular Science. You will see the years listed.
I hope this helps you. If you need a hard copy, you might check with the Public Library.