Name: 6th Round Table on Deep Learning at DESY 2023
Start: 2023-12-08T09:30:00+01:00
End: 2023-12-08T15:37:00+01:00
Location: DESY

6th Round Table on Deep Learning at DESY 2023

Friday 8 December 2023 - 09:30

Monday 4 December 2023
Tuesday 5 December 2023
Wednesday 6 December 2023
Thursday 7 December 2023
Friday 8 December 2023

09:30 Welcome
Welcome
09:30 - 10:00
Room: Flash Seminar Room
10:00
10:00 - 11:30
Room: Flash Seminar Room
Contributions

10:00 Welcome - Philipp Heuser (DESY/Helmholtz Imaging)

10:09 Keynote - Martin Burger (FS-CI (Computational Imaging))

10:54 Generative models for Inverse Problems: The phase retrieval problem from a single distance intensity measurement - Dawit Hailu (Hereon (Helmholtz-Zentrum Hereon))

11:06 Potental Uses of (Large) Language Models for DESY - Antonin Sulc (MCS (Control System))

11:18 Advancing Particle Physics with Point Cloud-Based Generative Models: A Generative Machine Learning Group Perspective - Simon Patrik Schnake (CMS (CMS Fachgruppe Searches))
11:30 Coffee
Coffee
11:30 - 12:00
Room: Flash Seminar Room
12:00
12:00 - 13:00
Room: Flash Seminar Room
Contributions

12:00 Machine Learning for Plaque Assays - Jennifer Ahrens (IT (Research and Innovation in Scientific Co))

12:12 Ahead-of-time (AOT) compilation of Tensorflow models - Bogdan Wiederspan (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

12:24 Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information - Joschka Valentin Maria Birk (None)

12:36 A resilient feature extractor in SAXS images - Engin Eren (IT (Research and Innovation in Scientific Co))

12:48 Fault detection in Ion Pumps at the European XFEL - Amna Majid (Eur.XFEL (European XFEL))
13:00 Lunch
Lunch
13:00 - 14:00
Room: Flash Seminar Room
14:00
14:00 - 15:37
Room: Flash Seminar Room
Contributions

14:00 HIFIS services for Deep Learning - Sophie Servan (DESY)

14:12 Immersive Neural Graphics for Robot Teleoperation and Remote Inspection at Complex Physics Facilities - Ke Li (MCS (Control System))

14:24 Using Deep Learning for interpreting macromolecular crystallography and electron cryomicroscopy data - Grzegorz Chojnowski (EMBL)

14:36 Real-time ML event classification with FPGAs at the LHC - Artur Lobanov (Universität Hamburg) Finn Jonathan Labe (Universität Hamburg)

14:48 Closing the loop: Online reflectivity fits using neural networks integrated into beamline environments - Linus Pithan (FS-EC (Experimente Control))

15:00 CaloClouds I, II: Fast Geometry-Independent Highly-Granular Calorimeter Simulation - Anatolii Korol (FTX (FTX Fachgruppe SFT))

15:12 Model-agnostic search for dijet resonances with anomalous jet substructure with the CMS detector - Louis Moureaux (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))