Advancing a Universal Analysis Framework for High-Energy Spectro-Polarimetry

Europe/Zurich
Geneva & Ayent

Geneva & Ayent

Nicolas Produit (Universite de Geneve (CH)), Hancheng Li, Johannes Hulsman
Description

The study of compact astrophysical objects, such as gamma-ray bursts, blazars, and pulsars, involves the observation of relativistic plasma jets that emit multi-wavelength electromagnetic radiation with complex spectro-polarimetric characteristics. High-energy polarimetry provides critical insights into magnetic fields, source geometry, and the physical processes occurring near central engines under extreme conditions. This technique offers unique perspectives beyond traditional imaging, timing, and spectroscopy, representing a significant frontier in international astrophysics. While the recent deployment of space-borne high-energy polarimeters has opened new avenues for discovery, the lack of a standardized joint analysis frameworkโ€”integrating data from various instruments and theoretical modelsโ€”limits the full impact of these scientific investigations.

The primary objective of this workshop is to develop a universal analysis framework for high-energy spectro-polarimetry, enabling joint analysis across multiple instruments. The specific aims are: 1) to establish standardized input-output processes and pipelines for spectro-polarimetric data; 2) to integrate theoretical models with observational data for direct fitting of physical parameters; and 3) to enhance collaboration between instrument developers, data analysts, and theorists. With the imminent launch of additional high-energy polarimeters, the timing is ideal for advancing this framework through broader participation from the instrumentation community.

This five-day workshop will adopt a collaborative, hands-on approach, bringing together experts in instrument development, data analysis, and theoretical modelling. The event will be structured around opening presentations, hands-on software optimization, dataset preparation, and joint spectro-polarimetric data analysis, culminating in model fitting directly against data. This iterative process will ensure the development of a robust, standardized analysis framework, supported by practical use cases and comprehensive documentation, to be released within six months post-event. The anticipated publications and the public release of the framework will advance the field of high-energy polarimetry and astrophysics globally, benefiting missions such as AstroSAT, COSI, CATCH, eXTP, CUSP, Daksha...

Due to the hands-on nature of the workshop, only a limited number of additional places will be available. Apart from the 14 invited experts and the 3 organizers from the University of Geneva, a few places will be available for interested participants (self-funded). Those who are interested can contact the organizers directly for the arrangements.

We thank the Swiss National Science Foundation (SNSF) for the support.

Participants
    • Reception DPNC Uni Geneva

      DPNC Uni Geneva

      Some coffee and croissant. Receive badges

      Convener: Dr Nicolas Produit (Universite de Geneve (CH))
    • Presentations and Workshop Kickoff DPNC Uni Geneva

      DPNC Uni Geneva

      24, quai Ernest-Ansermet CH-1205 Genรจve 4
      Convener: Dr Nicolas Produit (Universite de Geneve (CH))
      • 1
        Welcome and Overview of workshop Goals and Objectives
        Speakers: Dr Nicolas Produit (Universite de Geneve (CH)), Merlin Kole (Universite de Geneve (CH)), Hancheng Li
      • 2
        How to fix the broken field of Gamma-Ray Polarimetry
        Speaker: Merlin Kole (Universite de Geneve (CH))
      • 3
        Latest Advances in GRB Prompt Emission and Polarimetry
        Speaker: Ramandeep Gill (CITA)
      • 4
        Analytical simulations of GRB Prompt Polarizations
        Speaker: Tyler Parsotan (NASA Goddard)
      • 10:15
        Coffee break
      • 5
        Multi-Wavelength Polarization of GRB Jets
        Speaker: Gal Birenbaum (The Raymond and Beverly Sackler School of Physics and Astronomy)
      • 6
        POLAR GRB Data Analysis
        Speakers: Nicolas De Angelis (Universite de Geneve (CH)), Merlin Kole (Universite de Geneve (CH))
      • 7
        ThreeML Framework for High-Energy Astronomy
        Speaker: Niccolo' Di Lalla
      • 8
        COSI Mission and Cosipy Library Development
        Speaker: Israel Martinez (NASA Goddard)
      • 9
        Standard Data Format, Coordinate Transformation and Polpy Interface
        Speakers: Sujay Mate (Tata Institute of Fundamental Research (TIFR)), Hancheng Li
    • 12:00
      Lunch Cafeteria - Science II, Uni Geneva

      Cafeteria - Science II, Uni Geneva

    • Moving: from Geneva to Swiss Alps Geneva to Swiss Alps

      Geneva to Swiss Alps

      We will moving to the workshop location in the Alps

      Convener: Dr Nicolas Produit (Universite de Geneve (CH))
    • 16:00
      Check-in Swiss Alps

      Swiss Alps

    • 17:00
      Dinner Swiss Alps

      Swiss Alps

    • Presentations and Workshop Kickoff Swiss Alps

      Swiss Alps

      Convener: Hancheng Li
      • 10
        Integrating POLAR and AstroSat-CZTI GRB Data with 3ML
        Speakers: Dr Sujay Mate (Tata Institute of Fundamental Research, Mumbai, India), Utkarsh Pathak (Indian Institute of Technology Bombay)
      • 11
        Stokes Analysis Techniques in Gamma-Ray Polarimetry (TBD)
        Speakers: Jimmy Zaid (UNH), Merlin Kole (University of New Hampshire (US))
      • 12
        X-ray Polarimetry with IXPE
        Speaker: Fabio Muleri (INAF)
      • 13
        The Gamma-ray Data Tools (GDT)
        Speaker: Dr Suman Bala
      • 19:00
        Coffee break
      • 14
        The Chasing All Transients Constellation Hunters (CATCH) Mission
        Speaker: Lian Tao (Institute of High Energy Physics)
      • 15
        The enhanced X-ray Timing and Polarimetry (eXTP) Mission
        Speaker: Minyu Ge (Institute of High Energy Physics)
      • 16
        POLAR-2 supplemental: Broadband Spectroscopy Detector (BSD)
        Speaker: Jianchao Sun (Institute of High Energy Physics, Chinese Academy of Sciences)
      • 17
        POLAR-2 supplemental: Low-energy Polarization Detector (LPD)
        Speaker: Fei Xie (Guangxi University)
      • 20:30
        Coffee break
      • 18
        Group Discussion and Planning for Days 2-5
        Speakers: Dr Nicolas Produit (Universite de Geneve (CH)), Merlin Kole (University of New Hampshire (US)), Hancheng Li, Ramandeep Gill
    • Group work Swiss Alps

      Swiss Alps

      Conveners: Dr Nicolas Produit (Universite de Geneve (CH)), Merlin Kole (Universite de Geneve (CH)), Dr Ramandeep Gill, Hancheng Li, Dr Sujay Mate
      • 19
        Group I: Gamma-ray polarimeters
      • 20
        Group II: X-ray polarimeters
      • 21
        Group III: Theoretical modelling
      • 22
        Group IV: Software development
    • 13:00
      Lunch Swiss Alps

      Swiss Alps

    • Group work Swiss Alps

      Swiss Alps

      Conveners: Hancheng Li, Merlin Kole (Universite de Geneve (CH)), Dr Nicolas Produit (Universite de Geneve (CH)), Ramandeep Gill (CITA), Dr Sujay Mate (Tata Institute of Fundamental Research, Mumbai, India)
      • 23
        Group I: Gamma-ray polarimeters
      • 24
        Group II: X-ray polarimeters
      • 25
        Group III: Theoretical modelling
      • 26
        Group IV: Software development
      • 27
        Progress Check and Cross-Group Collaboration
    • Group work Swiss Alps

      Swiss Alps

      Conveners: Hancheng Li, Merlin Kole (Universite de Geneve (CH)), Dr Nicolas Produit (Universite de Geneve (CH)), Ramandeep Gill (CITA), Dr Sujay Mate (Tata Institute of Fundamental Research, Mumbai, India)
      • 28
        Group I: Gamma-ray polarimeters

        Finalizing Algorithms, Software Tools, and Dataset Interfaces

      • 29
        Group II: X-ray polarimeters

        Finalizing Algorithms, Software Tools, and Dataset Interfaces

      • 30
        Group III: Theoretical modelling

        Finalizing Algorithms, Software Tools, and Dataset Interfaces

      • 31
        Group IV: Software development

        Finalizing Algorithms, Software Tools, and Dataset Interfaces

    • 13:00
      Lunch Swiss Alps

      Swiss Alps

    • Integration Testing Swiss Alps

      Swiss Alps

      • 32
        Collaborative Integration Testing

        Applying the Developed Framework to Existing Datasets

      • 33
        Refinement of Integration and Documentation Preparation
    • Integration Testing Swiss Alps

      Swiss Alps

      • 34
        Joint Integration Testing

        Testing with simulation/observation data of POLAR/POLAR-2, AstroSat, IXPE, COSI, CATCH, eXTP , etc.

    • 13:00
      Lunch Swiss Alps

      Swiss Alps

    • Application to Use Cases Swiss Alps

      Swiss Alps

      • 35
        Development of Use Cases and Standardized Pipelines
        Speakers: Merlin Kole (Universite de Geneve (CH)), Dr Nicolas Produit (Universite de Geneve (CH)), Ramandeep Gill (CITA)
      • 36
        Review and Refinement of Use Cases
    • Final review and documentation Swiss Alps

      Swiss Alps

      Conveners: Dr Nicolas Produit (Universite de Geneve (CH)), Merlin Kole (Universite de Geneve (CH)), Ramandeep Gill (CITA), Hancheng Li
    • 13:00
      Lunch Swiss Alps

      Swiss Alps

    • Moving: from Swiss Alps to Geneva Swiss Alps to Geneva

      Swiss Alps to Geneva

      We will moving to the workshop location in the Alps

    • Future planning DPNC Uni Geneva

      DPNC Uni Geneva

      • 37
        Documentation and Memo Preperation

        Documenting Framework and Planning Next Steps

      • 38
        Closing Remarks and Future Collaboration Planning
        Speakers: Dr Nicolas Produit (Universite de Geneve (CH)), Merlin Kole (Universite de Geneve (CH))