Yes.
It's easy to know because the AM3 motherboard you will pair with the CPU can only physically accept one type of RAM, so if your target mobo accepts DDR3, then any corresponding CPU that will work for the mobo will happily use DDR3 as well.
You're DDR3 RAM will work on AM3 boards and AM3 CPUs.