We study the surface phonons and resonances on the (100), (110), and (
111) surfaces of aluminum based on a many-atom interatomic potential c
onstructed through fitting to a large body of experimental and first-p
rinciples configurations. The surface phonons and resonances are calcu
lated by use of time-dependent correlation functions from molecular-dy
namics simulations. The results are compared with available experiment
al data and other first-principles calculations. Our study reveals tha
t the temperature effects on the surface modes of Al(110) are importan
t for the interpretation of experimental observations.