I am not expert in music. There are number of musical instruments. One (especially a person who knows about music) can blindly recognize which instrument is being played just by listening to it.

I need mathematical explanation about following

Every instrument (say Guitar, Harmonium , Violin like that) seems to be unique while listening. My basic question is why is it so?

Why different musical notes sound different on different instruments?