Aerodynamics means studying how air (or gas) travels around something moving through it. Streamlining to reduce drag in vehicles is a major field in aerodynamics. Aircraft design is another.
The study of gases that are not in motion is called aerostatics.
Aerodynamics comes from Aero (Air), and Dynamics (Moving).