Should you store fields and their names in a Map when using reflection?

I am using reflection to get certain fields by their names and I'm accessing these fields rather often. Is it good to store the fields in a HashMap<String, Field> if I found them once and then get them from that HashMap when I need them again? Or does java do something similar already and this would by totally unneccesary?