How to find double blind peer review journals in physics? I have tried googling but couldn't get a definitive answer.
Could anyone suggest/list Journals that allow a double blind peer review for physics, preferably, particle physics.
Why is "double blind" your principal concern? 

There are many sites that will list major journals by discipline and sub-discipline.

Here is a listing of Physics journals with bibliometric data http://www.scimagojr.com/journalrank.php?area=3100 

Once you've found relevant journals, just read the journal website to find out how they do peer review. 

However, normally the "double-blind" aspect would be a minor consideration relative to other criteria for choosing a journal, such as impact, relevance of manuscript to journal, and quality. In other cases, you may be able to request double blind review if you are particularly concerned about that aspect.