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VROOM-SBI: A Fast Simulation-based Bayesian Inference Methodology for Stokes QU-fitting in Radio Interferometry

  • Authors: Arpan Pal, Preshanth Jagannathan

Arpan Pal and Preshanth Jagannathan 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 5.

Two-component recovery for a representative case with Δϕ = 59.5 rad m−2 (ϕ1 = +15, ϕ2 = −44.5 rad m−2). Left: simulated Q and U spectra (gray points) with posterior-predictive draws (blue); the characteristic beat pattern of two interfering Faraday screens is clearly visible. Right: joint-posterior corner plot for all six parameters; contours enclose 68% and 95% of the posterior mass, and red dashed lines mark the injected truth. Both rotation measures and polarization amplitudes are recovered without significant bias.

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