The complete name, or the first reference name, of a fellowship program is capitalized, unless it’s plural. She was admitted into the Olin-Chancellor’s Fellowship Program. The recipients of Olin-Chancellor’s fellowships stood and thanked the faculty with a round of applause. The word fellow is lowercase.