A spin-boson model couples a two-state quantum system to a collection of quantum harmonic oscillators. The oscillator modes provide environmental degrees of freedom that can exchange energy with the spin and change its reduced density matrix. One transverse-coupling convention is
The choice of coupling axis matters: here the Pauli matrix flips the energy-basis spin states. Coupling only through has a different effect, since it commutes with the free spin Hamiltonian operator.
For transverse coupling with equal mode amplitudes , Fermi's golden rule and the oscillator creation operator and annihilation operator give
where the first index is the final spin and is the density of states per unit angular frequency. Decay creates a quantum and carries the factor ; excitation annihilates one and carries . For nonuniform resonant occupations, is their density-weighted mean.
With a thermal Bose-Einstein distribution, . The two-state master equation therefore has the Boltzmann distribution as its unique stationary populations when . The population deviation relaxes at rate . If there is no resonant coupling, both rates vanish and stationarity does not determine the populations.

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