July 7, 2025 to August 1, 2025
Ecole de Physique des Houches
Europe/Paris timezone

Short course 2: Field-level inference

Jul 25, 2025, 2:00 PM
1h 30m
Ecole de Physique des Houches

Ecole de Physique des Houches

École de physique des Houches 149 Chem. de la Côté, 74310 Les Houches

Speaker

Florent Leclercq (Institut d'Astrophysique de Paris)

Description

  • Part 3: Bayesian hierarchical modelling

    • Bayesian hierarchical models
    • Wiener Filtering and the Messenger Field algorithm
    • Bayesian hierarchical models for joint field-parameter sampling
    • Practical work: Joint field-parameter sampling
  • Part 4: State-of-the-art

    • Field-level inference for the Cosmic Microwave Background
    • Field-level inference for galaxy clustering
    • Field-level inference for other/joint cosmological probes
    • Machine Learning for Field-level inference

Presentation materials