Helmholtz AI Conference 2024 Prologue Day

Tuesday 11 Jun 2024, 09:30 → 19:30 Europe/Berlin

Forschungszentrum Jülich

In the frame of Helmholtz AI Conference 2024 the Helmholtz AI team at Forschungszentrum Jülich invites the Helmholtz AI Community for a Prologue Day on campus, for a full range of satellite events that go beyond the program of the main conference. We aim to offer an interactive platform where you can delve deeper into specific topics of applied AI, foster collaboration, and provide hands-on learning experiences. Pick your favourite workshop, tutorial, or hackathon!

What’s more, you can join our lab tours, explore the FZJ facilities, and learn more about our AI-related initiatives. It is our pleasure to handle the logistics for you, providing transportation from Düsseldorf to Jülich in the morning and back in the evening, ensuring a seamless transition to the Helmholtz AI conference the following day.

Where: Forschungszentrum Jülich       
When: June 11, 2024, (full day)

Please note: Even if you registered for the Helmholtz AI Conference 2024 already, a separate registration for participation in the Prologue Day is mandatory! Non-registered individuals cannot get access to FZJ campus. 

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Programme

• 8:30 Shuttle from Düsseldorf to FZJ 
• 9:30 Welcome, building 15.21
• 10:00
  • Start of full-day Satellite Events
  • Guided Tours
• 12:15 Lunch, building 15.21
• 13:00 Satellite Events 
• 18:00 Come Together, building 15.21
• 19:30 Shuttle from FZJ to Düsseldorf

 

Click to download PDF

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Organisational Team

Timo Dickscheid		Christian Schiffer		Stefan Kesselheim
Anna Stössel	Kimberley Lothmann		Susanne Wenzel	Fritz Niesel
Institute of Neurosciences and Medicine, Structural and Functional Organisation of the Brain (INM-1)        Helmholtz AI				Jülich Supercomputing Centre     Helmholtz AI

 

 

1 Welcome

Guided Tours 1

2 FZJ Campus Tour

Start: building 15.21

3 Ion-Beam Analysis Lab for material analysis

4 JSC Supercomputer and Quantum Computer Tour

5 Key technologies and integrated bioeconomy concepts for sustainable plant production

6 Neuroscience Lab Tour: The Journey from Brain to HPC

7 HPC for Researchers & Accelerating massive data processing in Python with Heat

8 Model generalization hackathon: Projecting future climate impacts to crop yields

9 Understanding SHAP for Interpretable Machine Learning - Part I

Guided Tours 2

10 FZJ Campus Tour

Start: building 15.21

11 Ion-Beam Analysis Lab for material analysis

12 JSC Supercomputer and Quantum Computer Tour

13 Key technologies and integrated bioeconomy concepts for sustainable plant production

14 Neuroscience Lab Tour: The Journey from Brain to HPC

15 Lunch

16 Efficient Hyperparameter Optimization for Machine Learning

17 Ethics of Artificial Intelligence in Research Contexts

18 Foundation Models for Topological Data - Challenges and Opportunities together with Helmholtz Foundation Model Initiative Get-together

19 Introduction to Simulation Based Inference: enhancing synthetic models with Artificial Intelligence

20 Uncertainty Quantification of ML models

Speaker: Peter Steinbach (HZDR)

240611-uncertaintyworkshop-HAICON24-PrologueDayFZJ-UQworkshop-Steinbach.pdf

BNN Tutorial

Franchi_Helmotz__Tutorial_Uncertainty_presentation (5).pdf

intro2uq_data_1D_regression_vanilla.ipynb

intro2uq_deepensembles_1D_regression_vanilla.ipynb

intro2uq_mcdropout_1D_regression_vanilla.ipynb

intro2uq_requirements.txt

intro2uq_simpleensembles_1D_regression_vanilla.ipynb

PackedEnsembleTutorial

shared notes

21 Coffee Break

22 Come Together