ODSL SBI Workshop

Seminar room (MIAPbP)

Seminar room


Boltzmannstraße 2 85748 Garching

The Origins Data Science Lab (ODSL) is organizing a workshop on Simulation-Based Inference (SBI).

The goal is to connect researchers working with SBI but also to provide groups with inference problems in their research and no previous experience in SBI the necessary tools to get started.

The workshop will take place in the MIAPbP Seminar Room on 20.11. and 21.11. Please make sure to register soon so we can estimate the number of participants.

The preliminary schedule includes an overview lecture and talks on Monday and hands-on sessions on Tuesday.

For Monday we are looking for researchers interested in giving a talk about their work. This could be groups already working with (any) SBI techniques, but we also very much encourage researchers to just present an inference problem they are facing in their domain to enable discussion about possible solutions.

If you would like to give a talk please contact us via mail at tom.magorsch@tum.de.

Zoom Room:

Meeting ID: 624 8835 0326
Passcode: 045716

  • Monday, November 20
    • 9:00 AM 12:00 PM
      Intro to SBI
      • 9:00 AM
        Intro to SBI 1h 30m
        Speaker: Lukas Heinrich (CERN/TUM)
      • 10:30 AM
        Break 30m
      • 11:00 AM
        SBI in Astrophysics 1h
        Speaker: James Alvey (King's College London)
    • 12:00 PM 1:30 PM
      Lunch 1h 30m
    • 1:30 PM 5:15 PM
      Applications of SBI
      • 1:30 PM
        SBI for accelerating Spectral Energy Distribution analysis of Quasar host galaxies 25m
        Speaker: Johannes Buchner (MPE)
      • 1:55 PM
        Neural inference of the neutron star matter equation of state 25m
        Speaker: Len Brandes (TU Munich)
      • 2:20 PM
        Inference of transport coefficients from nuclear modification factor data in heavy ion collisions 25m
        Speaker: Tom Magorsch (TU Munich)
      • 2:45 PM
        Break 30m
      • 3:15 PM
        Cosmic cartography with UHECRs: Source constraints of individual events at the highest energies 25m
        Speaker: Nadine Bourriche
      • 3:40 PM
        Can SBI accelerate Femtoscopic Studies?: Harnessing SBI for Efficient Source Function Generation 25m
        Speaker: Maximilian Korwieser (TUM)
      • 4:05 PM
        SBI for galaxy clustering 25m
        Speaker: Beatriz Tucci (Max Planck Institute for Astrophysics)
  • Tuesday, November 21