A. Spurio Mancini

Latest

• Field-level cosmological model selection: simulation-based inference for Stage IV cosmic shear can distinguish dynamical dark energy
• The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison
• Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
• Bayesian model comparison for simulation-based inference
• Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings
• Learned harmonic mean estimation of the marginal likelihood with normalizing flows
• Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator