Tools WG session of GDR Cophy

Europe/Paris
IAP

IAP

98bis Boulevard Arago
Guilhem Lavaux (IAP), Mickael Rigault (IPNL), Simon Prunet (OCA), Yann Rasera (LUTH/Université Paris Cité/Observatoire de Paris/IUF)
Description

This working group (website here) is dedicated to raise awareness of new tools and methodology developed in the wider French community to do cosmology. The tools must be understood in a wide sense: it may be large software stack, online websites, or Mathematica© notebook.

This Working Group aims at sharing and helping the development of tools for which the needs are common to all the actors of the GDR.

It includes:

  • tools that are oriented toward the predictions of cosmological observables (including non-linearities) and their relative theoretical systematic uncertainties such as Boltzmann solvers, numerical simulations, approximate methods for the non-linear evolution, and forward modeling,
  • development of estimators for data analysis which are for example based on power spectra, and higher order statistics;
  • mathematical methods for inference such as the one based on MCMC, Machine Learning, and minimizer;
  • production of validation data, such as mock galaxy catalog, mock CMB maps;
  • tools for symbolic-based computation in the cosmological context.

This session is dedicated particularly to the use of JAX, PyTorch, and others in cosmology.

The meeting will happen in salle des séminaires / Evry Schatzman (level -1) at the IAP on November 18-20 2024.

Please note that the present timetable is preliminary and slots may be swapped depending on external cosntraints.

 

Registration
On-site registration
Participants
  • Ali Rida Khalife
  • Benjamin Beringue
  • Clément Stahl
  • Ema Tsang King Sang
  • Erwan Allys
  • Felicitas Keil
  • Guilhem Lavaux
  • Jean-Eric Campagne
  • Johann Cohen-Tanugi
  • Jérémy Neveu
  • Louise Mousset
  • Magdy Morshed
  • Raphael Gavazzi
  • Sébastien Pierre
  • Sébastien Renaux-Petel
  • Wassim Kabalan
  • +6
    • Organisation
      • 1
        Welcome
        Speaker: Guilhem Lavaux (IAP)
    • New libraries
      • 2
        JAX basics
        Speaker: Jean-Eric Campagne (IJCLab)
    • 3:30 PM
      Coffee break
    • New libraries
      • 3
        Jax-Decomp
        Speaker: Wassim Kabalan (APC)
    • New libraries
      • 4
        Numpyro, Blackjax et JAXPM
        Speaker: Hugo Simon Onfroy (CEA Paris-Saclay)
    • 10:30 AM
      Coffee break
    • New tools
      • 5
        LTU-Implicit Likelihood Inference
        Speaker: Deaglan Bartlett (Institut d'Astrophysique de Paris)
    • New tools
      • 6
        CMB likelihood
        Speaker: Lennart Balkenhol (IAP)
    • 3:30 PM
      Coffee break
    • New possibilities
      • 7
        Lensing modeling with JAX in LSST
        Speaker: Justine Zeghal (APC, CNRS)
      • 8
        Complex likelihood
        Speaker: Marc Betoule (LPNHE)
    • 7:30 PM
      Diner
    • New possibilities
      • 9
        BORG
        Speaker: Guilhem Lavaux (IAP)
    • 10:30 AM
      Coffee break
    • New possibilities