Described herein are tools and systems for friction stir welding, including cooling and clamping systems. Also disclosed are process parameters for friction stir welding aluminum metals, in some cases thick gauge aluminum metals, to other metals. The tool and process parameters can be used in transportation, electronics, industrial and motor vehicle applications, just to name a few.