You can do an advanced catalog search and limit to "Score" in the Format box. By entering a keyword (band, symphony, piano) you will get a large number of results. Adding specific keywords will narrow your results significantly.
If you have a specific composer in mind, do an author search in the catalog.
All of our sheet music is in the Fine Arts Library in the Music Building and the staff there can help you locate anything you find in the catalog.