I don't think study of fundamental particles is hamstrung by physical research. Higgs bosons were theorized long before they could be verified (very recently) to exist. Hawking Radiation has not yet been observed.

Testable, purely theoretical hypotheses are partly how the field advances. Proof is often quite difficult & expensive.