30 June 2026 to 2 July 2026
Erholungsgesellschaft Aachen
Europe/Berlin timezone

The Workshop "Conceptual Advances in Deep Learning" is organized by the BMFTR-funded ErUM-Data-Hub with support from the community organization DIG-UM. The workshop is aimed at deep-learning enthusiasts  from all ErUM communities (Research on Universe and Matter) who have prior knowledge of neural networks and applied basic concepts of deep learning.

The idea of this workshop is to exchange ideas on deep learning developments and current applications in ErUM (Research on Universe and Matter). We cordially invite you to submit a 20-minute talk (15 + 5). Please use the Call for Abstracts for this purpose. 

The workshop includes keynotes and lectures on current developments in deep learning, as well as hands-on time to try out and apply what you have learned.

More info on the programme following soon. 

A fee of 100€ will be charged for participation in the workshop. The workshop fee includes the cost of the workshop, catering (coffee, lunch & dinner), a city tour and a workshop dinner

Programme is preliminary. Registration is now open. The call for abstracts is also open. You can also register without submitting a contribution. 

 

Starts
Ends
Europe/Berlin
Erholungsgesellschaft Aachen
Reihstraße 13, 52062 Aachen

Topics & Speaker: 

  • Transformer (Performance, Quantization, ...)
  • NSPI (Neural Simulation-Based Inference)
  • ... 

 

Contributions: 

The idea of this workshop is to exchange ideas on deep learning developments and current applications in ErUM (Research on Universe and Matter). We cordially invite you to submit a 20-minute talk (15 + 5). Please use the Call for Abstracts for this purpose. 

You are also welcome to register without a talk.

Deadlines:

  • Abstract submission: April 6, 2026
  • Acceptance of submissions until April 20, 2026
  • Registration closes May 11, 2026

Fee: 

  • A fee of 100€ will be charged (includes coffee, lunch & dinner)
  • The workshop takes place at Erholungsgesellschaft Aachen. 
  • You are free to book a room in a hotel of your choice. A room contingent has been reserved at the Hotel (tba) (5 min walking to the school venue). You can book a room including breakfast for (tba)€ per night until (date). 

Workshop Dinner & City Tour:

  • We are pleased to invite you to a welcome dinner on tba
  • You are also invited to join a city tour on tba
  • Both are included in the participation fee

 

Am I part of ErUM? 

If you are working in Germany

  • in astroparticle, elementary, accelerator, hadron or nuclear physics, 
  • in research with neutrons, synchrotron radiation, nuclear probes and ion beams,  
  • at the German Observatory Council 
  • or related fields (computer science, big data, AI, ...)

you are part of ErUM. Learn more

 

This workshop is supported by:

The call for abstracts is open
You can submit an abstract for reviewing.
Application
Application for this event is currently open.