Name: Thrill WP5 ML Workshop
Start: 2024-02-27T13:00:00+01:00
End: 2024-02-28T15:00:00+01:00
Location: HZDR

Thrill WP5 ML Workshop

from Tuesday 27 February 2024 (13:00) to Wednesday 28 February 2024 (15:00)

Monday 26 February 2024
Tuesday 27 February 2024
13:00 Opening
Opening
13:00 - 13:30
Room: 106/255 - Hörsaal
Contributions

13:00 Welcome - Jeffrey Kelling (HZDR) Patrick Audebert (Ecole Polytechnique)

13:10 WP5 Keynote - Vincent Bagnoud
13:30 Introduction and Review
Introduction and Review
13:30 - 14:00
Room: 106/255 - Hörsaal
Contributions

13:35 Machine Learning in Laser System Optimization - Jeffrey Kelling (HZDR)
14:00

14:00 - 14:15
Room: 106/255 - Hörsaal
14:15 Operations Data and Challenges at Large Laser Facilities I
Operations Data and Challenges at Large Laser Facilities I
14:15 - 15:50
Room: 106/255 - Hörsaal
Contributions

14:15 High energy lasers & AI - Loïc Meignien (CNRS-LULI) Patrick Audebert (Ecole Polytechnique)

14:45 What it really means to support a (cross-continental) ML optimization loop for a user - Birgit Ploetzeneder (ELI Beamlines)

15:10 Optimization of High-Power Laser Pulse Temporal Shape - Davorin Peceli (ELI Beamlines) Ishraq Md Anjum (University of Maryland Baltimore County)

15:30 System Data Acquisition & Management at PHELIX - Jonas Benjamin Ohland (GSI)
15:50 Stability Challenges I
Stability Challenges I
15:50 - 16:15
Room: 106/255 - Hörsaal
16:15 Operations Data and Challenges at Large Laser Facilities II
Operations Data and Challenges at Large Laser Facilities II
16:15 - 17:35
Room: 106/255 - Hörsaal
Contributions

16:15 Lasers at the Institute of Radiation Physics @ HZDR - Ulrich Schramm

16:45 The Draco laser and it‘s data for ML / AI - Stefan Bock (HZDR)

17:15 Predictive Beam Steering and Machine Learning at JETi200 - Alexander Saevert (Helmholtz Institut Jena)
17:35 Stability Challenges II
Stability Challenges II
17:35 - 18:00
Room: 106/255 - Hörsaal

18:00 Get-together and Discussions
Get-together and Discussions
18:00 - 19:55
Room: 106/255 - Hörsaal
Wednesday 28 February 2024
09:00 Experimental Needs
Experimental Needs
09:00 - 09:30
Room: 106/255 - Hörsaal
Contributions

09:00 Challenges arising from System Instability at HIBEF - Thomas E. Cowan (HZDR)
09:30 Data Acisition III
Data Acisition III
09:30 - 09:55
Room: 106/255 - Hörsaal
Contributions

09:30 Data Acisition at HIBEF's Relax laser - Toma Toncian (HZDR)
09:55 Group Photo
Group Photo
09:55 - 10:00
Room: 106/255 - Hörsaal

10:00

10:00 - 10:10
Room: 106/255 - Hörsaal
10:10 Perspectives of Data collection and Exchange
Perspectives of Data collection and Exchange
10:10 - 11:10
Room: 106/255 - Hörsaal
Contributions

10:10 Defining a Laser Data Exchange Format: HELPMI - Hans-Peter Schlenvoigt (HZDR)

10:40 Data Management: Connecting Processes to Data via Meta-Data - Oliver Knodel (Helmholtz-Zentrum Dresden-Rossendorf)
11:10 Draco and Penelope Lasers
Draco and Penelope Lasers
11:10 - 12:35
Room: 106/255 - Hörsaal

12:35 Summary and Closing
Summary and Closing
12:35 - 13:00
Room: 106/255 - Hörsaal