Yea. Positive and negative muons and pions were found after WWII. The anti-proton wasn't discovered until 1955 following the construction of the Bevatron, an accelerator powerful enough to reach the proton/anti-proton rest mass of ~1 GeV (i.e., a Billion eV).

https://en.wikipedia.org/wiki/Bevatron