Astrophysical: Methods

  • Publication
    Bayesian cosmic density field inference from redshift space dark matter maps
    We present a self-consistent Bayesian formalism to sample the primordial density fields compatible with a set of dark matter density tracers after a cosmic...
  • Publication
    Bayesian deep learning for cosmic volumes with modified gravity
    Context. The new generation of galaxy surveys will provide unprecedented data that will allow us to test gravity deviations at cosmological scales at a much...
  • Publication
    Bayesian evidence for two slow-wave damping models in hot coronal loops
    We computed the evidence in favour of two models, one based on field-aligned thermal conduction alone and another that includes thermal misbalance as well, to...
  • Publication
    Bayesian Inference of Solar and Stellar Magnetic Fields in the Weak-field Approximation
    The weak-field approximation is one of the simplest models that allows us to relate the observed polarization induced by the Zeeman effect with the magnetic...
  • Publication
    Bayesian least squares deconvolution
    Aims: We develop a fully Bayesian least squares deconvolution (LSD) that can be applied to the reliable detection of magnetic signals in noise-limited stellar...
  • Publication
    Bayesian Magnetohydrodynamic Seismology of Coronal Loops
    We perform a Bayesian parameter inference in the context of resonantly damped transverse coronal loop oscillations. The forward problem is solved in terms of...
  • Publication
    Bayesian peak bagging analysis of 19 low-mass low-luminosity red giants observed with Kepler
    Context. Non-radial oscillations, observed in thousands of red giants by the space missions CoRoT and Kepler, allow us to greatly improve our understanding of...
  • Publication
    Bayesian Stokes inversion with normalizing flows
    Stokes inversion techniques are very powerful methods for obtaining information on the thermodynamic and magnetic properties of solar and stellar atmospheres...
  • Publication
    Benchmark tests of transmission spectroscopy using transiting white dwarfs
    Context. Ground-based transit observations are affected by both telluric absorption and instrumental systematics, which can affect the final retrieved...