Thrill WP5 ML Workshop

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

27–28 Feb 2024

HZDR

Europe/Berlin timezone

Contact

j.kelling@hzdr.de

Contribution List

9. Welcome (00)

Jeffrey Kelling (HZDR), Patrick Audebert (Ecole Polytechnique)

27/02/2024, 13:00

General

8. WP5 Keynote (01)

Vincent Bagnoud

27/02/2024, 13:10

General

10. Machine Learning in Laser System Optimization (02)

Jeffrey Kelling (HZDR)

27/02/2024, 13:35

1. High energy lasers & AI (03)

Loïc Meignien (CNRS-LULI), Patrick Audebert (Ecole Polytechnique)

27/02/2024, 14:15

Data

2. What it really means to support a (cross-continental) ML optimization loop for a user (04)

Birgit Ploetzeneder (ELI Beamlines)

27/02/2024, 14:45

Data

11. Optimization of High-Power Laser Pulse Temporal Shape (05)

Davorin Peceli (ELI Beamlines), Ishraq Md Anjum (University of Maryland Baltimore County)

27/02/2024, 15:10

Data

We study the optimization of high-power laser pulse temporal shape to obtain the shortest possible pulse
duration by employing a control feedback loop between a pulse shaper and pulse duration measurements instrument.
Performance of five optimization algorithms were explored - the Differential Evolution algorithm, the Nelder-Mead
algorithm, and three hybridization approaches of Differential...

3. System Data Acquisition & Management at PHELIX (06)

Jonas Benjamin Ohland (GSI)

27/02/2024, 15:30

Data

16. Lasers at the Institute of Radiation Physics @ HZDR (07)

Ulrich Schramm

27/02/2024, 16:15

Data

4. The Draco laser and it‘s data for ML / AI (08)

Stefan Bock (HZDR)

27/02/2024, 16:45

Data