Name: 8th Round table on Deep Learning @ DESY
Start: 2025-11-14T09:30:00+01:00
End: 2025-11-14T23:15:00+01:00
Location: DESY

8th Round table on Deep Learning @ DESY

Friday 14 November 2025 - 09:30

Monday 10 November 2025
Tuesday 11 November 2025
Wednesday 12 November 2025
Thursday 13 November 2025
Friday 14 November 2025
09:30 Session 1
Session 1
09:30 - 11:00
Room: Flash Seminar Room
Contributions

09:30 Welcome - Philipp Heuser (DESY/Helmholtz Imaging)

09:40 Setting the stage: User's intro to LLMs - Henry Day-Hall (FTX (FTX Fachgruppe SFT))

10:05 AI in Climate Research - How LLMs and its Platforms make a Difference - Christopher Kadow (DKRZ)

10:50 Workshop idea: "How to use AI tools to make your research more efficient" - Dwayne Spiteri (IT (IT Scientific Computing))
11:00 Short Break
Short Break
11:00 - 11:15
Room: Flash Seminar Room
11:15 Session 2
Session 2
11:15 - 12:15
Room: Flash Seminar Room
Contributions

11:15 AI Copilot for FEL Experiments at European XFEL - Mahmoud Ajami (Eur.XFEL (European XFEL))

11:25 LLM-Powered Issue Analysis for High-Availability Laser Operations - Afshin Karimi Henrik Tuennermann (FS-LA (Research))

11:35 Agents of Discovery - Tim Lukas (Desy)

11:45 The Helmholtz Model Zoo: Enabling AI Model Sharing and Inference in the Helmholtz Cloud - Hans William Werners (IT (Research and Innovation in Scientific Co))

11:55 Early experiences with agentic generative AI for EuXFEL operations support - Florian Sohn (Eur.XFEL (European XFEL)) Steffen Hauf (Eur.XFEL (European XFEL))

12:05 AI-assisted retrieval and visualization of control-system data from the InfluxDB time-series database at the European XFEL - Florian Sohn (Eur.XFEL (European XFEL))
12:15 Coffee Break
Coffee Break
12:15 - 12:45
Room: Flash Seminar Room
12:45 Session 3
Session 3
12:45 - 14:35
Room: Flash Seminar Room
Contributions

12:45 Automating beam alignment at the European XFEL - Sarlota Birnsteinova (Eur.XFEL (European XFEL))

12:55 Neural networks for FEL diffraction image separation - Nikita Morozov (Eur.XFEL (European XFEL))

13:05 A Differentiable Physics Model for Automated Inverse Design in Optics - Henrik Tuennermann (FS-LA (Research))

13:15 Differentiable Physics-Based Feedback for Adaptive Laser Pulse Shaping - Denis Ilia (FS-LA (Research))

13:25 CaloClouds3; Diffusion and Flows - Henry Day-Hall (FTX (FTX Fachgruppe SFT))

13:35 CaloHadronic: a diffusion model for the generation of hadronic showers - Martina Mozzanica (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

13:45 PanShower: One model for all calorimeter showers - Thorsten Buss (Universität Hamburg)

13:55 OmniJet-α for Calorimeters - Henning Rose (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

14:05 Cross-Geometry Transfer Learning in Fast Electromagnetic Shower Simulation - Lorenzo Valente (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

14:15 Observable Optimization for Precision Theory: Machine Learning Energy Correlators - Arindam Sonali Amar Bhattacharya (T (Phenomenology))

14:25 FSR recovery with a GNN-based supervised tagger - Max Fuste Costa (ATLAS (ATLAS-Experiment))