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Two Postdoctoral Positions in Joint Simulation-Based Inference for Large-Scale Structure and High-Energy Astrophysics

CNRS · LAPTh · France

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About this position

  • The Laboratoire d’Annecy de Physique Théorique (LAPTh) invites
  • applications for two postdoctoral positions within ADACSI (Accelerating
  • Discoveries in Astrophysics and Cosmology with Simulation-based
  • Inference), funded by the Multidisciplinary Institute for Artificial
  • Intelligence (MIAI) through an AIforScience Research Chair.
  • ADACSI will develop a multi-probe simulation-based framework for the
  • joint analysis of large-scale structure (LSS) and gamma-ray data. By
  • combining these complementary probes of the same underlying matter
  • distribution, the project aims to sharpen constraints on astrophysical
  • source populations and dark-matter signals, exploiting statistical
  • correlations across datasets to break degeneracies that limit
  • single-probe analyses. The framework will be validated on synthetic
  • data and applied to public datasets, e.g. Fermi-LAT and DESI.

The two postdocs will be recruited simultaneously and will work as a

team toward a single joint pipeline.

  • Position 1 — LSS forward modelling and SBI methodology. Developing
  • fast simulations of the LSS observables, in particular data from
  • spectroscopic galaxy surveys and CMB lensing and the inference
  • machinery, building on and extending the SimBIG pipeline. This forward
  • model is also the baseline for the gamma-ray side of the project.
  • Position 2 — Gamma-ray astrophysics and data analysis. Modelling how
  • gamma-ray emitters populate the cosmic web and linking source
  • populations to the underlying halo and galaxy distribution; developing
  • SBI pipelines for Fermi-LAT data, first standalone and then jointly
  • with LSS.
  • Qualifications. A PhD in astrophysics, cosmology, or a related field
  • completed by the start date; strong programming skills; working
  • knowledge of machine learning applied to astrophysics and cosmology,
  • in particular simulation-based inference. For Position 1, experience
  • with LSS simulations and analysis, and ideally galaxy redshift surveys
  • and HPC. For Position 2, experience with gamma-ray data analysis and
  • its astrophysical interpretation. Applicants with a strong
  • machine-learning or statistics background moving into astrophysics are
  • welcome.
  • Supervision and environment. Both positions will be co-supervised by
  • Dr. Azadeh Moradinezhad and Dr. Francesca Calore, within the
  • Astroparticle and Cosmology group at LAPTh (astrocosmolapth.com).
  • External collaborators include Christoph Weniger (GRAPPA, University
  • of Amsterdam) and Francisco Villaescusa-Navarro (Flatiron Institute,
  • New York), as well as SimBIG collaboration. A PhD student and several
  • Master’s students will also be recruited within ADACSI, offering
  • co-supervision opportunities. The positions provide access to
  • CNRS/LAPTh computing resources and generous travel support and, as an
  • MIAI-funded chair, connect the postdocs to the institute’s
  • interdisciplinary AI community; the group also benefits from its
  • proximity to the University of Geneva and CERN.
  • Terms. Position 1 is a two-year appointment; Position 2 is a
  • three-year appointment. Salary on the USMB scale, commensurate with
  • experience, including social security and health coverage. The
  • expected start date is 1st October 2027with some flexibility.

Applications. Submit via AcademicJobsOnline:

  • a cover letter, indicating Position 1, Position 2, or both;
  • a CV with a list of publications;
  • a research statement (up to four pages);
  • three letters of recommendation, arranged by the applicant.
  • Applications received before November 20th - 2026 will receive full
  • consideration; the positions remain open until filled. Shortlisted
  • candidates will be invited to a remote interview.

Contact. Dr. Francesca Calore (francesca.calore@lapth.cnrs.fr) and Dr.

Azadeh Moradinezhad (azadeh.moradinezhad@lapth.cnrs.fr)

How to apply

  1. Read the full advert on the source site — it carries the authoritative terms.
  2. Email the contact below with your CV and a short, specific message. See Emailing Professors.
  3. Prepare your SOP, CV, transcripts and referees before the deadline.
  4. Apply through the university's own portal. Never pay a fee to a third party.

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