Click on the Search Library tab to the right of the default tab. Scroll down and in the lower right under Investment Styles select Growth Companies.
Use published lists:
American City Business Journals Book of Lists: Many local business journals for specific cities in the U.S. publish books of lists that include fast growing companies. Note: Some cities' lists (ex. Chicago, Los Angeles) are available only in print in the Stamps Reading Room (ask at the desk for help).