Publication type: Refereed

  • Publication
    Bayesclumpy: Bayesian Inference with Clumpy Dusty Torus Models
    Our aim is to present a fast and general Bayesian inference framework based on the synergy between machine learning techniques and standard sampling methods and...
  • Publication
    Bayesian Analysis of Multiple Harmonic Oscillations in the Solar Corona
    The detection of multiple mode harmonic kink oscillations in coronal loops enables us to obtain information on coronal density stratification and magnetic field...
  • Publication
    Bayesian bulge-disc decomposition of galaxy images
    We introduce PHI, a fully Bayesian Markov chain Monte Carlo algorithm designed for the structural decomposition of galaxy images. PHI uses a triple layer...
  • Publication
    Bayesian coronal seismology
    In contrast to the situation in a laboratory, the study of the solar atmosphere has to be pursued without direct access to the physical conditions of interest...
  • 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 distances and extinctions for giants observed by Kepler and APOGEE
    We present a first determination of distances and extinctions for individual stars in the first release of the APOKASC catalogue, built from the joint efforts...
  • Publication
    Bayesian Evidence for a Nonlinear Damping Model for Coronal Loop Oscillations
    Recent observational and theoretical studies indicate that the damping of solar coronal loop oscillations depends on the oscillation amplitude. We consider two...
  • 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...