In NJOur 2022 ranking contains 2 New Jersey schools offering astrophysics and astronomy bachelor's degrees, and Princeton University is the best option.
Check both New Jersey schools providing astronomy and astrophysics bachelor's degrees and physics colleges offering similar programs in the nearby states or narrow your search by city or consider other physics major or diploma.