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ODSL Days

8 July 2026
Max Planck Institute for Extraterrestrial Physics
Europe/Berlin timezone

Contribution List

14 out of 14 displayed
  1. 5. Intro
    Lukas Heinrich (TUM)
    08/07/2026, 09:15
  2. 6. Neural Simulation-Based Inference for the KeV-Scale Sterile Neutrino Search with TRISTAN at KATRIN (15'+5')
    Luca Fallböhmer
    08/07/2026, 09:30

    Abstract: Following the completion of its neutrino mass measurement program at the end of 2025, the KATRIN experiment aims to probe keV-scale sterile neutrinos by analyzing the full tritium beta decay spectrum with a novel detector system, TRISTAN. Leveraging KATRIN's high source activity, this search is sensitive to mixing amplitudes at the parts-per-million level. However, extracting a...

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  3. 14. Vertexing with ML for discovering ALPS (15'+5')
    Daniel Grewe
    08/07/2026, 09:50
  4. 9. Characterizing the emergence of the complex molecular, dynamical molecular gas web in galaxies (15'+5')
    Andreas Burkert (LMU)
    08/07/2026, 10:10
  5. 3. When MAGIC met IceCube: Gamma-Ray Astronomy with Neutrino Event Reconstruction Techniques (15'+5')
    Jarred Green (MPP)
    08/07/2026, 11:00
  6. 11. Differentiable quantum Monte Carlo simulations for inference in Heavy Ion Collisions (15'+5')
    Tom Magorsch (TU Munich)
    08/07/2026, 11:20
  7. 8. Likelihood-Free Conditional Inference for LEGEND-200 LAr Anti-Coincidence Cut (15'+5')
    Niko Nanda Putra Nila Lay (Technical University of Munich)
    08/07/2026, 11:40
  8. 12. Simulation-Based Inference for eROSITA Galaxy Cluster Cosmology (15'+5')
    Silas Zelmer (MPE)
    08/07/2026, 13:00

    Abstract: We present a simulation-based inference (SBI) framework for cosmological parameter estimation from eROSITA galaxy cluster catalogs. Our approach combines a realistic forward-modeling pipeline with a set-based neural network and normalizing flows to leverage the full cluster-level information content. Using mock catalogs matching the size and selection properties of the eRASS1...

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  9. 13. Simulation-based inference of galaxy clustering and population (15'+5')
    Silvan Fischbacher
    08/07/2026, 13:20
  10. 10. Gradient estimators for parameter inference in discrete stochastic kinetic models (15'+5')
    Ludwig Burger
    08/07/2026, 13:40
  11. 16. A New Dawn of Science
    Benjamin Wandelt (Johns Hopkins University)
    08/07/2026, 14:30

    Biermann Lecture by a pioneer of SBI / AI in astro/cosmo
    More info: https://www.mpa-garching.mpg.de/1146339/biermann2026

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  12. 4. Parameter-Free Light Antinuclei Coalescence: Bridging Colliders and Cosmic Rays with Neural-Flow Surrogates (15'+5')
    Maximilian Korwieser (TUM)
    08/07/2026, 16:00
  13. 15. Why do we get old (15'+5')
    Onurcan Bektas
    08/07/2026, 16:20
  14. 17. Closeout / discussion
    08/07/2026, 16:40

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