In dense-plasma wakefield accelerators, energetic electrons radiate during transverse betatron oscillations. This work shows that the resulting radiation reaction does more than damp emittance: because radiative loss grows nonlinearly with oscillation amplitude, different phase-space regions cool at different rates and the beam develops an amplitude population inversion. Starting from the Landau--Lifshitz force in an ion channel, the authors derive a nonlinear damped-oscillator model and characteristic timescales for the formation and contraction of ring-like structures in transverse position-momentum space. Multidimensional OSIRIS particle-in-cell simulations of a driver and witness beam reproduce the predicted rings only when radiation reaction is enabled, supporting the analytic mechanism. For representative parameters near
- Identified betatron-cooling-induced population inversion as a kinetic phase-space-shaping mechanism.
- Derived an amplitude-dependent radiation-reaction model and analytic structuring timescales.
- Predicted contracting, ring-like transverse phase-space distributions with positive radial gradients.
- Confirmed the structures in multidimensional particle-in-cell simulations by comparing runs with and without radiation reaction.
- Established experimentally relevant parameter estimates and conditions under which the cooled beams may drive coherent betatron emission.