Name: ACCLAIM Meeting 2021
Start: 2021-12-14T12:45:00+01:00
End: 2021-12-15T13:00:00+01:00
Location: DESY

ACCLAIM Meeting 2021

from Tuesday 14 December 2021 (12:45) to Wednesday 15 December 2021 (13:00)

Monday 13 December 2021
Tuesday 14 December 2021
13:00 Part 1
Part 1
13:00 - 14:30
Room: SemR 4
Contributions

13:00 Introduction and Welcome - Frank Gaede (FTX (FTX Fachgruppe SFT))

13:05 Forcing an AI to Create Labels for the Human Mind - Gregor Hartmann (HZB)

13:35 Development of ML Tools for BESSY II Operation - Luis Vera Ramirez (Helmholtz-Zentrum Berlin)

14:05 Bayesian optimization of laser plasma accelerators - Soeren Jalas (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))
14:30 Coffee
Coffee
14:30 - 15:00
Room: Building 1b, Seminar Room 4 a
15:00 Part 2
Part 2
15:00 - 17:00
Room: SemR 4
Contributions

15:00 Machine learning feedback for laser plasma accelerators - Alexander Sävert (GSI Helmholtz Institut Jena)

15:30 Accurate characterisation of high power laser beams for real time PIC simulations - Xinhe Huang (HIJ)

16:00 Advanced understanding of Laser-plasma acceleration by Machine Learning - Nico Hoffmann (HZDR)

16:30 Surrogate Modeling of Ion Acceleration in the Near-Critical Density Regime with Invertible Neural Networks - Thomas Miethlinger (Helmholtz-Zentrum Dresden-Rossendorf (HZDR); Computational Radiation Physics)
19:30 Dinner - cancelled
Dinner - cancelled
19:30 - 21:30
Room: Building 1b, Seminar Room 4 a
Wednesday 15 December 2021
09:00 Part 1
Part 1
09:00 - 10:30
Room: Bldg 1b, SemR 4 a
Contributions

09:00 Angular and Energy conditioning for generative photon showers - Peter McKeown (FTX (FTX Fachgruppe SFT))

09:30 Generative methods for hadron showers - Engin Eren (FLC (FTX Fachgruppe SFT))

10:00 Fast simulation of the CMS HGCal with Generative Models - Moritz Scham (CMS (CMS Fachgruppe Searches))
10:30 Coffee
Coffee
10:30 - 11:00
Room: Building 1b, Seminar Room 4 a
11:00 Part 2
Part 2
11:00 - 13:00
Room: Bldg 1b, SemR 4 a
Contributions

11:00 Report on GSI activities - Adrian Oeftiger (GSI)

11:10 Identification of Field Errors with Machine Learning Techniques - Conrad Caliari (GSI)

11:30 ML for on-line beam parameter control in PETRA III - PETRA IV - Bianca Veglia (DESY)

11:55 Overview on ML for user facilities - Jan Kaiser (DESY)

12:20 Machine Learning Activities for Particle Accelerators at KIT - Andrea Santamaria (KIT)

12:30 Intelligent Beam diagnostics instrumentation at KIT - Michele Caselle (KIT)

12:45 Machine Learning on Hardware for Accelerators - Luca Scomparin (KIT)

12:55 Closeout

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