ACCLAIM Meeting 2021

Contribution List

4. Introduction and Welcome

Frank Gaede (FTX (FTX Fachgruppe SFT))

14/12/2021, 13:00

Day 1

5. Forcing an AI to Create Labels for the Human Mind

Gregor Hartmann (HZB)

14/12/2021, 13:05

Day 1

6. Development of ML Tools for BESSY II Operation

Luis Vera Ramirez (Helmholtz-Zentrum Berlin)

14/12/2021, 13:35

Day 1

7. Bayesian optimization of laser plasma accelerators

Soeren Jalas (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

14/12/2021, 14:05

Day 1

9. Machine learning feedback for laser plasma accelerators

Alexander Sävert (GSI Helmholtz Institut Jena)

14/12/2021, 15:00

Day 1

8. Accurate characterisation of high power laser beams for real time PIC simulations

Xinhe Huang (HIJ)

14/12/2021, 15:30

Day 1

10. Advanced understanding of Laser-plasma acceleration by Machine Learning

Nico Hoffmann (HZDR)

14/12/2021, 16:00

Day 1

11. 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)

14/12/2021, 16:30

Day 1

1. Angular and Energy conditioning for generative photon showers

Peter McKeown (FTX (FTX Fachgruppe SFT))

15/12/2021, 09:00

Day 2

2. Generative methods for hadron showers

Engin Eren (FLC (FTX Fachgruppe SFT))

15/12/2021, 09:30

Day 2

3. Fast simulation of the CMS HGCal with Generative Models

Moritz Scham (CMS (CMS Fachgruppe Searches))

15/12/2021, 10:00

Day 2

12. Report on GSI activities

Adrian Oeftiger (GSI)

15/12/2021, 11:00

Day 2

17. Identification of Field Errors with Machine Learning Techniques

Conrad Caliari (GSI)

15/12/2021, 11:10

Day 2

13. ML for on-line beam parameter control in PETRA III - PETRA IV

Bianca Veglia (DESY)

15/12/2021, 11:30

Day 2

14. Overview on ML for user facilities

Jan Kaiser (DESY)

15/12/2021, 11:55

Day 2

15. Machine Learning Activities for Particle Accelerators at KIT

Andrea Santamaria (KIT)

15/12/2021, 12:20

Day 2

18. Intelligent Beam diagnostics instrumentation at KIT

Michele Caselle (KIT)

15/12/2021, 12:30

Day 2

19. Machine Learning on Hardware for Accelerators

Luca Scomparin (KIT)

15/12/2021, 12:45

Day 2

16. Closeout

15/12/2021, 12:55

Day 2

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