1st ErUM-IFT Collaboration Meeting

Nov 20, 2023, 9:30 AM → Dec 1, 2023, 5:00 PM Europe/Berlin

E.0.11 (MPA Garching)

Philipp Frank, Torsten Enßlin (MPI for Astrophysics)

welcome.pdf

20 Monday - Jax and Nifty

• JAX @ ERUM-IFT, 20-11-23.pdf
• live_coding.ipynb
• NIFTy.re @ ERUM-IFT, 20-11-23.pdf
• tutorial_jifty.py

21 Tuesday - Nifty Interfaces demo_euler_jax_op.py Intefaces.pdf

22 Wednesday - Collaboration Meeting

• cINN_Martin_Erdmann.pdf
• iftml_Philipp_Frank.pdf
• Talk_David_Smolinski.pdf
• Talk_Richard_Fuchs.pdf

24 Thursday - Collaboration Meeting

• IFT-LOFAR-Auger_karen_simon.pdf
• Primary_beam_modelling_morteza.pdf
• Talk_martin_erdmann.pdf

26 Friday - Contributed Talks Resolve_jakob_roth.pdf spatially_psf_vincent_everle.pdf

Mon, November 20

Welcome

Talk: Introduction to Jax

11:00 AM Coffee Break

Talk: Introduction to Jax-Nifty (jifty)

12:30 PM Lunch Break

Hands-on: Models in jifty

Hands-on: Inference in jifty

3:30 PM Coffee Break

Hands-on: Project Work

Tue, November 21

Talk: Interfacing nifty & other ML frameworks - Jakob Roth

Talk: Custom operators - Philipp Frank

11:00 AM Coffee Break

Discussion: Prior modeling

12:30 PM Lunch Break

Discussion: Multi-resolution representation

Hands-on: Project Work

3:30 PM Coffee Break

Hands-on: Project Work

Wed, November 22

Welcome

Talk: The challenge of resolution in fluorescence imaging - Judith Reindl

Talk: From Bayesian estimators to ML - Philipp Frank

11:00 AM Coffee Break

Discussion: Talks/Projects

12:30 PM Lunch Break

Talk: Radio Interferometry with nifty/Resolve and ML-approaches - David Smolinski

Talk: Automatic modeling of complex superposed systems with IFT - Richard Fuchs

Talk: cINN - Martin Erdmann

Discussion: Talks/Projects

3:30 PM Coffee Break

Discussion: Strategy/Projects

6:30 PM Workshop Dinner

Dinner @ Garchinger Augustiner (http://www.garchinger-augustiner.com/)

Thu, November 23

Welcome: Associated Partners

Talk: Optimal modeling of antenna beam - Morteza Pashapourahmanabadi

Talk: Modeling Signal Propagation through the Atmosphere for Air Shower Radio Emissions - Martin Erdmann

11:00 AM Coffee Break

Discussion: Talks/Projects

12:30 PM Lunch Break

Talk: Reconstruction methods for radio detection of air showers with LOFAR - Karen Terveer

Talk: TBD - Simon Strähnz

Discussion: Talks/Projects

3:30 PM Coffee Break

Discussion: Strategy/Projects

Fri, November 24

Hands-on: Project Work

11:00 AM Coffee Break

Talk: Bayesian radio interferometric imaging - Jakob Roth

Talk: AI Tool Halerium - Theo Steininger/Maksim Greiner (Erium GmbH)

12:30 PM Lunch Break

Hands-on: Project Work

Talk: Towards Automatic Point Source Detection or Bayesian Causal Inference - Matteo Guardiani

Talk: Spatially Variant Point Spread Functions for Bayesian Imaging - Vincent Eberle

3:30 PM Coffee Break (with Bayes Forum)

Talk: Bayes Forum: Disentangling the Fermi LAT sky - Lukas Platz

Mon, November 27

Hands-on: Project Work

Tue, November 28

Hands-on: Project Work

Wed, November 29

Hands-on: Project Work

Thu, November 30

Hands-on: Project Work

Fri, December 1

Hands-on: Project Work