Flavor eigenstates are specific quantum states of particles, like neutrinos or quarks, that correspond to distinct types of interactions, such as weak interactions. These states can transform into one another through a process called flavor oscillation, which is a fundamental aspect of particle physics and contributes to the understanding of phenomena like neutrino oscillations and CP violation.