The term "high-energy physics" is nearly synonymous to "particle physics" since creation of particles requires high energies: it occurs only as a result of cosmic rays, or in particle accelerators.
Since many particles need to be created in high energy particle accelerators or cosmic rays, sometimes particle physics is also called high energy physics.