Posterior corner plot for a simulated Faraday-thin source. Blue filled contours show the VROOM-SBI posterior (68% and 95% credible regions), the red curve shows the RMTOOLS-QUfit posterior, and the green dashed lines mark the injected ground truth. VROOM-SBI recovers all three parameters in agreement with the truth, with somewhat broader posteriors than the likelihood-based sampler.